{"as_of":"2026-08-06T04:40:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b1c760573d99e17ce0fe498d20cccb71fd867f7f2e715096510766558aa91f44","coverage":[{"denominator":77,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":77,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-15T12:17:47.123519Z","state":"measured"},{"denominator":78,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":78,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-02T11:45:33.273144Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-07-02T11:46:54.733385Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"cited_work":{"arxiv_id":"2603.09046","doi":null,"metadata_source":"pith","pith_arxiv_id":"2603.09046","snapshot_observed_at":"2026-07-02T11:46:54.733385Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","venue":"cs.CR","work_id":"0e651cc4-1365-4aa0-940c-bc5c201b98b9","year":2026},"citing_paper":{"arxiv_id":"2607.00362","last_updated":"2026-07-01T03:00:30Z","snapshot_observed_at":"2026-07-07T00:06:03.968882Z","submitted_at":"2026-07-01T03:00:30Z","title":"SoK: Attack and Defense Landscape of Mobile On-device AI Systems","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-07-02T11:45:33.273144Z"},"links":{"cited_paper":"/paper/2603.09046","citing_paper":"/paper/2607.00362"},"observation_digest":"sha256:4b5569cee007fb44bad5d6203f5624b1576438cb85841d02bbfc03937c588e7a","observation_id":"24ae92dc-f483-42e7-b833-653c679c6927","resolution":{"observed_at":"2026-07-02T11:46:54.734607Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2603.09046/citation-record","integrity":"/paper/2603.09046/integrity","json":"/paper/2603.09046/citation-record.json","paper":"/paper/2603.09046"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"https://www.apple.com/ apple-intelligence/, Sep, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:b45b1fc82098b5aba0c61a14bee0568329a123e0fe3cf66f53d2c097d70b36b1","observation_id":"2003e018-0440-4e36-9dfb-6de14747766e","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"https://www.samsung.com/us/ galaxy-ai/, Sep, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:95ee0000ff05fe51e58bb2b05691cab2da3b9d76d9f48200ea054664e5ee64bf","observation_id":"53ebb101-aa19-48f1-9283-745f022bf064","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"https://www.cvedetails.com/ version-list/33/47/1/Linux-Linux-Kernel","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:9d4bf26b21158b72cbc49e4eed7e88270d06529b4451d12faaa73f1b77c18e1e","observation_id":"fee48ea4-bea0-404e-a1c0-a72d38361a47","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"https://www.stackscale.com/blog/ linux-kernel-surpasses-40-million-lines-code/ , Sep, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:c623a29157ae3d4da9b19795a638c1868b6a65152edefb8b9eb5a49b1d0e0dcd","observation_id":"d8bff5a4-d787-4c94-823c-252a844a3f61","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.08905","last_updated":"2024-12-12T03:37:41Z","snapshot_observed_at":"2026-08-05T04:04:21.846023Z","submitted_at":"2024-12-12T03:37:41Z","title":"Phi-4 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.08905","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Phi-4 technical report.arXiv preprint arXiv:2412.08905, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2412.08905","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:e8feb652f914456b387f08f4d3f3bb84519408139eb68a292c4402f190d212b1","observation_id":"aeccf4aa-a9c1-4bf5-9efc-d5b03c32a036","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"stress-ng","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:46659226acecee500de09efa7a9843d80eb836739280560881446a44dad6fc34","observation_id":"a5875429-d501-4510-b578-1f6c30e70ca8","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Trustzone: Integrated hard- ware and software security.ARM white paper, 3(4):18– 24, 2004","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:72f91620f78613309a6dfc66263566420c931b112b205ddfb1ba2c6ab2ae054a","observation_id":"7e6ff353-ab33-4239-a140-68e0795459f0","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Android virtualiza- tion framework (avf) overview","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:a6fe3e60a467ee7e897e606c6a0b29c5bbaf169efb33831eb340759cbe94decd","observation_id":"eb67d14f-90a4-4e72-b16a-28ea7f25ddd8","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Memory allocation among processes","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:2f49263b2f4b676f20f7f68f1ade4bfa606e67edc2d76a1d94f7223fc42e7ac0","observation_id":"3afb1105-271a-42c5-87d4-aa73e6447972","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Overview of memory management","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:10bfb65282e7ea8d89d2f5f628b4153088248852bd864b107536c8d597a23e4a","observation_id":"fdb5819d-abb3-4dc1-ba6c-5f94315451a6","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"What is the autogpt platform? https:// agpt.co/docs/platform, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:143e21d1742042259c4868d21191c1722c6d4f7e66cfd880ed0bcf6fca21f13a","observation_id":"43b17c1e-7b7b-401d-861b-d22bfef1326f","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Skee: A lightweight secure kernel-level execution environment for arm","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:3bd20bcb36eb5c4cd4d5f8efcaa32408bfe4ef254eb6e2cf1e5b58b8d98a6064","observation_id":"5f83e5bc-6b53-4a4e-b78e-bb876be3771f","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.16609","last_updated":"2023-09-28T17:07:49Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-09-28T17:07:49Z","title":"Qwen Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.16609","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Qwen technical report.arXiv preprint arXiv:2309.16609, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2309.16609","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:150e96098f37a5a69fc2012ba3b969dd932666990e6b86d06f212dbbf3b8706f","observation_id":"097cb755-02d8-4202-9336-4c0740529941","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Sanctuary: Arming trustzone with user-space enclaves","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:34cd2d1f4a261db443a31439609dddc1efb1c69bbaa482bed99faa4dc465aa66","observation_id":"89b4c9ca-2398-460f-a33b-e4ceaae414da","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Char- acterizing mobile soc for accelerating heterogeneous llm inference","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:431e7154181709748964d5e3989d3adbcb14f168c0503bcbb3859fc6c212fbab","observation_id":"54dd8e73-cfe0-4a5c-a692-a599bac48e0c","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Hardware-assisted on-demand hypervisor activation for efficient security critical code execution on mobile de- vices","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:485146a1ed686800017190d047c741d7d19a6a3e3945131ba07ad1c6407ddbb0","observation_id":"73f99141-ce66-47c4-b4a4-3066c6764e2e","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Intel sgx explained","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:2484a5fc2687288db0e5c2388af423a837a80fc256825b5399cbc00d6e4e3d96","observation_id":"02656017-d064-42a4-9927-a09aa7d3b225","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.21015","last_updated":"2025-02-07T23:27:07Z","snapshot_observed_at":"2026-07-31T14:54:36.868561Z","submitted_at":"2024-05-31T17:04:18Z","title":"The rising costs of training frontier AI models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.21015","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"The ris- ing costs of training frontier ai models.arXiv preprint arXiv:2405.21015, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2405.21015","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:d808c1853a4229287b7c63e27b846f07d338565e304ead82dd94199efb13ccf5","observation_id":"8dbe84a3-1059-4f57-a393-226e935ac56b","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Strongbox: A gpu tee on arm endpoints","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:436b0e1dfb5a3c89ca4af27553f8d69e4b60ec134851d5b13369b6ef5bad4d9a","observation_id":"b299d233-1d59-4a2b-9483-ceada687c66f","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"The llama 3 herd of models.arXiv e-prints, pages arXiv–2407, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:57a706737dfe7220df45a96d601b77f0de1fdcb4ff939e9f0aee3ff88326a6a1","observation_id":"5b5eeedf-8653-4ccc-9f14-e3f8ad2c7c9c","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Serdab: An iot framework for partitioning neural networks computa- tion across multiple enclaves","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:0d7eaa0c80dfa687a592e309ce258556a48291793326eb277122bd10882b33ce","observation_id":"356e6757-b6f9-407d-91cb-60244ed4502b","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Xputee: a high-performance and practical heteroge- neous trusted execution environment for gpus.ACM Transactions on Computer Systems, 43(1-2):1–27, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:0699a01c388cb39f9ddf3b9233ae0ea4823b946607989dbccbb1945dc56025f8","observation_id":"5b12bd17-969a-42b5-ac5f-f1ee1aacc625","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:08e3b7cc2c092f4b1d08dfcbc76be7234c8e92d173438db295be778f233175dc","observation_id":"c3c5f32d-4fb8-4741-b484-f02bb5079151","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"On-device small language models with multi- modality, rag, and function calling, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:8328ae32ec499eaf63db5048cbba3efe8cefed222d99053356833e28b1b7b1ff","observation_id":"19112fb8-ade7-49b3-ba45-7847da4afc73","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1810.00602","last_updated":"2019-09-05T15:03:14Z","snapshot_observed_at":"2026-07-06T07:05:17.326778Z","submitted_at":"2018-10-01T10:13:42Z","title":"Privado: Practical and Secure DNN Inference with Enclaves","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1810.00602","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Privado: Prac- tical and secure dnn inference with enclaves.arXiv preprint arXiv:1810.00602, 2018","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/1810.00602","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:99375108b2e984cd15fa1a147cc7b16e5d0cce80da9cc42ff70f5eacae76a6ac","observation_id":"3bdb71bb-20dd-4811-b113-117d9dedbc2f","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Trustshadow: Se- cure execution of unmodified applications with arm trustzone","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:4b7338dd074e6fcbf234647b9f9d4d720ca8d4d526543eba4dda78790133132e","observation_id":"7de47d02-1d7c-45ba-83c3-0a87eddfc8c8","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Richard Hipp","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:acf3f24a3a9dd35c857f1def3cb86507121b2f5c27c599148114cbbefae3623a","observation_id":"138ab95c-357c-4658-a7ef-e9adee0efa47","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"{vTZ}: virtualizing {ARM}{TrustZone}","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:9e18667e4ed479b866760c83438317dbf4615bab393f935eac0c4b39cb02fcec","observation_id":"f0fe1a1a-ec44-4b3e-b7c6-8a37bd717301","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Rossbach, and Emmett Witchel","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:a75cc9a29e256c3707077038ac951d99cf8c1ef76cef64044155cc034d2e45d0","observation_id":"b79d6a79-be5f-44ba-b122-dc8ee644ba1b","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Confidential execution of deep learning inference at the untrusted edge with arm trustzone","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:3e3d1c3d5f32c151c78426af95411bb85f032be55a9a8c2e7e8bd8bfc32b7fef","observation_id":"92f08834-cbdc-4239-9d77-194b014eaba2","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"SAGE: Software-based attestation for GPU execu- tion","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:6c9497025b112d71cf4e74f2125823ff09cd44e14f182e5ddf34134caf8b0533","observation_id":"b4d75413-1d46-45bb-aab9-961ca2849488","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Heterogeneous isolated execution for commodity gpus","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:fc207adb48411000f68380657e3c92a03a0d5507d65ab8f9ab061103e74434e5","observation_id":"63f9a360-682b-49c5-89a7-8a6f40eebdca","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Smartzone: Runtime sup- port for secure and efficient on-device inference on arm trustzone.IEEE Transactions on Computers, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:09956506deb239fd3a61803f8c850f80bc5be62cac032b0189c6c8b5f20a01a9","observation_id":"d278a4a8-2bf2-4790-ba13-ffd0c94ee9a5","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.12427","last_updated":"2025-04-16T18:56:14Z","snapshot_observed_at":"2026-07-06T21:10:36.816977Z","submitted_at":"2025-04-16T18:56:14Z","title":"Position: The Most Expensive Part of an LLM should be its Training Data","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.12427","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Position: The most expensive part of an llm should be its training data","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2504.12427","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:94360de1eac67af5a3f6cdd7fc1b426c3d520c0ea0258563a0970472f3b006f5","observation_id":"de189bdf-7b49-496d-8753-7ab89b8483e5","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Gonza- lez, Hao Zhang, and Ion Stoica","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:7f63239883d0d249335cef8103fa5aa21da7aa7ca4192375dd47c260bac5e131","observation_id":"434759f9-c66f-41b7-91f8-3abea9e60ef8","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Occlumency: Privacy-preserving remote deep-learning inference us- ing sgx","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:84e59cbe42bc9bd7246125032a7aee1623f0b0940763fb613e85004a78c3f16e","observation_id":"ae6e410c-cf4f-4314-8e8e-f508994536bd","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.13575","last_updated":"2025-08-27T16:34:47Z","snapshot_observed_at":"2026-07-06T21:59:01.331899Z","submitted_at":"2025-07-17T23:37:19Z","title":"Apple Intelligence Foundation Language Models: Tech Report 2025","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.13575","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Apple intelligence foundation language models: Tech report 2025.arXiv preprint arXiv:2507.13575, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2507.13575","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:d1dfd0d3628e50dd3e4665ecd0a0e44935091621f8370ea18254db9be019c927","observation_id":"ecd78edc-2baf-490f-b6c7-1e2b149138c1","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Translinkguard: safeguard- ing transformer models against model stealing in edge deployment","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:4cccfcb2689df6ec46fb076d21d1b3d1041efb5e6ff00f745cadf8bdcb69c043","observation_id":"f8964e39-145f-47f4-93d8-992f43ec91bb","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Adat- tester: Secure online mobile advertisement attestation using trustzone","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:191eac5090810c63f2a3602d1f0d30c4b2fb5290407f187b6048915a772a002b","observation_id":"a2cb4934-1e0b-40c0-9493-e88d55b88886","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Build- ing trusted path on untrusted device drivers for mobile devices","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:f6432277bd16e63efd0a54e07aca5feca9f971a5a29696a2fb07aa1ca3606e12","observation_id":"e41a74e4-e5c3-4acd-964a-ce5b14cef805","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Large language models on mobile devices: Measurements, analysis, and insights","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:dc8eca62445a05f4dc5da26ba16be4fd1cefa5b790ecf41df192c50963e0acb1","observation_id":"1fe7adc1-bec9-4918-9c4d-a3e21968dbe3","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Robust safe reinforcement learning under adversarial disturbances","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:3a42ef9b97c01565b9e77cb5e2527782a5fd2887cc0647236a0349d0cded9403","observation_id":"d3a72fdc-6749-47dd-a754-895fef8a670a","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.18967","last_updated":"2025-02-28T00:29:14Z","snapshot_observed_at":"2026-07-06T19:39:15.025945Z","submitted_at":"2024-10-24T17:58:31Z","title":"Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.18967","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Ferret-ui 2: Mastering universal user interface understanding across platforms.arXiv preprint arXiv:2410.18967, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2410.18967","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:a4237513fb6851dc94af9593a52938d7c4740b1ca148eb641de5a89ed5cb860f","observation_id":"cf7078e5-343e-41d9-a288-0e3773015061","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"OP-TEE: Open Portable Trusted Execution Environment","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:7e084c39f5b239c399a662fb10b593d7b60723c34937855011b8fa1b94a24862","observation_id":"a8c3ad2b-a48d-4f14-b72d-1fb263aa4659","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Tz-kms: A secure key management service for joint cloud com- puting with arm trustzone","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:82c0d824ef4129dbc420f81735237d3d41d72181132ce20e4a462b18bca03e96","observation_id":"22c89871-eeea-4e91-bcdf-b09c7cbe5e5b","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Honeycomb: Secure and efficient {GPU} executions via static valida- tion","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:80ae02280559b2a99005c8727914a255733f259209f4ed27c106f413cf3e4610","observation_id":"1de91af4-1e98-4dc9-825e-74c889f9cbb7","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Darknetz: towards model privacy at the edge using trusted execution environments","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:1f71673525af2fcbc14970f96bc0a05ab3ebc03813509d849c9795c67dba4ebb","observation_id":"c56dbd0d-e1ac-40e9-a9dc-5a50fd72c3e3","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"rknn-llm","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:55bcb5d3a12adab2d5440fd91b03ab810b71f7b24f848633243b69253744c4de","observation_id":"4316691a-b334-4da2-95f5-7e005bdc2e6b","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Basics on android ram management, what is(n’t) bloat? https://www.reddit.com/r/ GalaxyS8/comments/6agads/basics_on_android_ ram_management_what_isnt_bloat/, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:837e924a30d8672b9ed6f8d1a3cd783c60014e087e7ef4823ffaf96814688120","observation_id":"ab83ec41-9aca-498c-8cda-5d247838516f","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"The ai workspace that works for you","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:f5780a9fc4a205383e72abed70faac5ee28d87b373f167cd643e1874bbce9fb8","observation_id":"a606849f-e850-4fe3-a4dc-e8f1d1efdaeb","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Oblivious {Multi-Party} machine learn- ing on trusted processors","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:feb65a568f68cdcd0e4a2f56b2c1972e1175c49e7b87eb2457b975d363f33a67","observation_id":"fab18187-ebac-4788-9b46-9ddebf08e5b4","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Safe and practical gpu computation in trustzone","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:e6d3ca0cce364fc070880c59fef128dc478908fbdf75a9855a6e612f9d40191e","observation_id":"8968a040-7d89-4032-8e13-5a131cdcee22","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"The ai companion who cares always here to listen and talk.https://replika.ai/, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:bddf32fb839222e9d1fd3f2f50678b3695405406e292c19d061d935a0f7095ad","observation_id":"32f61cf1-00a5-4d7a-9a09-0e18c28f0304","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Using arm trustzone to build a trusted lan- guage runtime for mobile applications","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:2303f9dc60c73792508965e3e761bf15436b067216e92b87fe5f5f9067c14c13","observation_id":"1fcc7ef9-2800-4145-a7d5-a83c6d7f9158","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"ennclave: Offline inference with model confidentiality","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:c2dbb769205790dea57af3c6bc283df152c2a685852e6f8e07a3ad831584a2d8","observation_id":"98bcbb58-4294-4f0b-a47d-88087801394a","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"In 2022 USENIX Annual Technical Conference (USENIX ATC 22), pages 723–738, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:dde8351cd45e0a6c135f3a099f98737a75d8462f12ffebcaba41b45b6ab07d00","observation_id":"4b054ec7-e587-4fe4-b21f-ae3ed74df84d","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:51ed1582e631880573b1393f4b250b5dcb4f47d2eda3149fd2a13fa0507a6414","observation_id":"11419a29-b28e-4738-a21e-bc68f982f08f","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Trustice: Hardware-assisted isolated comput- ing environments on mobile devices","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:4597bc142d28b71b47c0aa964c878dd58cb3a38962effc2dd88759007000f4d0","observation_id":"33711f80-6bbe-4538-86b6-4d78ac2fb403","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Shad- ownet: A secure and efficient on-device model inference system for convolutional neural networks","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:c6d40bec8f8b759f92e7d50b4d78844e71f0ec328fcc91c3855ce0385b07d180","observation_id":"0ef7123a-4ed2-4608-990d-11170afcf0d7","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.19786","last_updated":"2025-03-25T15:52:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-03-25T15:52:34Z","title":"Gemma 3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.19786","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Gemma 3 technical report.arXiv preprint arXiv:2503.19786, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2503.19786","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:6669691be1e045092e215b356279b88dcd335a3bd980cc0114a929ce7a198e54","observation_id":"e739fab3-dd28-4278-a78b-b0b6e72aa8f1","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Graviton: Trusted execution environments on gpus","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:9943c85db8c57e128848abaaa27fe4c4213887e0cade6f33e00f0af311b95728","observation_id":"bc037406-1ef2-4a55-a55d-45dac8d52953","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Tz-llm: Protecting on- device large language models with arm trustzone.arXiv preprint arXiv:2511.13717, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:0d9f87164a7ad48ad0da3b8d139291eb9fac58284e9ecf896f42f9795af38648","observation_id":"c1629e6a-1abd-4494-af32-30c8404fc63f","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Building gpu tees using cpu secure enclaves with gevi- sor","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:707a2a214b74b83add7ab94f824633e8003ab6c41e67000268ea00565dae0c82","observation_id":"5ba6a9bf-754b-40ec-b3e1-2a3972446251","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Colony: A privi- leged trusted execution environment with extensibility","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:f50db1084329918e1c685b4e32f997614baa78de2b9fb632023025ad3c414948","observation_id":"30a59a56-2808-4e48-a3b7-945627d433c3","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Aegisdnn: Dependable and timely execution of dnn tasks with sgx","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:8fcb33305a6ee1c1a098711e14dfb6680ca0f8b250c62388dc216fdf99bc9d56","observation_id":"dbfa0f30-5f7d-47e7-97ea-f2a0d7e4679a","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Lawformer: A pre-trained language model for chinese legal long documents.AI Open, 2:79– 84, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:7b123db01c9c1589597654224e59f0f3791e761a23f299e34c295151adb802d3","observation_id":"0abcec66-ef6d-4679-a382-a307a309be01","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.05443","last_updated":"2023-06-08T14:20:29Z","snapshot_observed_at":"2026-07-06T15:40:27.639368Z","submitted_at":"2023-06-08T14:20:29Z","title":"PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.05443","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Pixiu: A large language model, instruction data and evaluation benchmark for finance.arXiv preprint arXiv:2306.05443, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2306.05443","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:770b0ef7acbae10c650ccfac26857ea3d9edf7ad8f7369ae58914cf55fcee840","observation_id":"995606a1-c0d0-4361-8625-44de8978c9f4","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00088","last_updated":"2024-09-14T04:01:09Z","snapshot_observed_at":"2026-07-06T19:08:26.637143Z","submitted_at":"2024-08-26T03:33:36Z","title":"On-Device Language Models: A Comprehensive Review","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00088","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"On-device language models: A comprehensive review.arXiv preprint arXiv:2409.00088, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2409.00088","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:802bbc56077d83a69519307dc776b5eeaa3ca2f7846b0be02f2f7c01592c18b9","observation_id":"ecd917d8-aa79-4fbc-b3c4-d03f01274ada","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Ui-ug: A unified mllm for ui understanding and generation.arXiv preprint arXiv:2509.24361, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:ffd0cd99b3edb86c02e9dcbd50b057d045d6afa77218388d2382b6ee4cb40cd3","observation_id":"20edfe89-f603-435d-8a40-4d036a413b91","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Penetralium: Privacy- preserving and memory-efficient neural network infer- ence at the edge.Future Generation Computer Systems, 156:30–41, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:98677e36f65ff4fddef5750a8c31c406c43e5ee183b5295069509dc2cfc545f7","observation_id":"34c9d750-b5d7-441b-8039-67d7eb01bc8e","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"rknn-llm","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:83b0f072dcdc480b0a988407bbb58fb3f4115569fdf8dcebc280c21863a64a81","observation_id":"ba3e7ba4-0fea-47ef-83f3-7ff653b26bd0","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"rknpu-driver","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:d68d0de41256c3154ba43dd3b8270577d27a577a69841b9a12628d6e960b73cc","observation_id":"011c7ee5-9169-40df-9654-30d6ae795434","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Babyagi.https://babyagi.org/, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:6da31d33b95a2bab2d02a0ed4b4bff2c55fc38a0d06421bc37fbe04fd43715c5","observation_id":"e2a3327c-88c3-4f44-aba2-1addc0a16543","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Ferret-ui: Grounded mobile ui understand- ing with multimodal llms","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:120b36e74b9bbf7ece115a0071e8bf9b7387aa258ada4a6910d9460e74ab8f9d","observation_id":"2209943b-0cde-4836-9856-669e5cc5fe5d","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2509.00531","last_updated":"2025-08-30T15:24:47Z","snapshot_observed_at":"2026-08-05T13:34:56.954028Z","submitted_at":"2025-08-30T15:24:47Z","title":"MobiAgent: A Systematic Framework for Customizable Mobile Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2509.00531","snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Mobiagent: A system- atic framework for customizable mobile agents.arXiv preprint arXiv:2509.00531, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"cited_paper":"/paper/2509.00531","citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:4345b22d83426573b2f282fbe05344552c566eb24978e0f34dd68fda80cbd77c","observation_id":"a2e505c7-c3ca-4590-a9ce-b8f424864834","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"You only look at screens: Multimodal chain-of-action agents","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:c2d7d87961ecc02775270595d2cd9e22d639095dbb70fc9f1da2ac8ec5c44492","observation_id":"a7e7cc77-4293-4bf6-8c33-8ff2e4d95a35","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-15T12:17:47.123519Z","title":"Enabling rack-scale confidential computing using heterogeneous trusted execution environment","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation","version":3},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-07-15T12:17:47.123519Z"},"links":{"citing_paper":"/paper/2603.09046"},"observation_digest":"sha256:e7c9ca77de2e2286bb8c5bc09856cefc9a9e4b41c739164a8053f2f9eff637ca","observation_id":"7314811c-aa88-4beb-ae23-e0be863ade62","resolution":{"observed_at":"2026-07-15T12:17:47.123519Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2603.09046","last_updated":"2026-07-01T17:06:07Z","latest_version":3,"primary_category":"cs.CR","snapshot_observed_at":"2026-07-15T12:17:46.368870Z","submitted_at":"2026-03-10T00:31:25Z","title":"FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation"},"reference_resolution":{"displayed":77,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":77,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":77},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 6 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 1 inbound Pith citation observation for arXiv:2603.09046."}