{"as_of":"2026-08-20T07:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:109162300c06f81c3f86ff92be254ba03191f09ab0ad7ef3bf505a29ac50c550","coverage":[{"denominator":42,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":42,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T14:25:04.520777Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-20T06:33:59.587034+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":"2026-05-07T15:30:41.861872Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"arxiv_reference","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":0,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"cited_work":{"arxiv_id":"2501.15395","doi":"10.48550/arxiv.2501.15395","metadata_source":"arxiv_reference","pith_arxiv_id":"2501.15395","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Hiding in plain sight: An iot traffic camouflage framework for enhanced privacy","venue":"ArXiv.org","work_id":"1683f09b-1884-4f8d-921e-f2e6115205aa","year":2025},"citing_paper":{"arxiv_id":"2605.03744","last_updated":"2026-05-05T13:29:22Z","snapshot_observed_at":"2026-08-16T17:48:26.976841Z","submitted_at":"2026-05-05T13:29:22Z","title":"Internet of Things Security: A Survey on Common Attacks","version":1},"reference_index":204,"source":"pdf_text","source_observed_at":"2026-05-07T15:30:41.861872Z"},"links":{"cited_paper":"/paper/2501.15395","citing_paper":"/paper/2605.03744"},"observation_digest":"sha256:39550b00488a6d0bb20dd572ed10378de4ee7765f194596b03f4c16c8a6848e8","observation_id":"2c774c8d-d2e7-4326-9859-7f8c8777ec58","resolution":{"observed_at":"2026-05-09T02:29:40.156543Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2501.15395/citation-record","integrity":"/paper/2501.15395/integrity","json":"/paper/2501.15395/citation-record.json","paper":"/paper/2501.15395"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.426360Z","title":"Iot traffic obfuscation: Will it guarantee the privacy of your smart home?","venue":null,"work_id":"4b25864d-b731-42f5-8d40-b7e67b89c868","year":2022},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.322827Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:4ea714ff8fcdd5606609d5baa35e03c83da525a4612c9dc61c1e6d1ea20a46c7","observation_id":"f0e9d0c9-8e78-41cd-9b0a-41ae3f5a2204","resolution":{"observed_at":"2026-08-10T14:25:05.431121Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.406038Z","title":"Understanding the mirai botnet,","venue":null,"work_id":"43aa6662-1120-435b-bdfe-93cd4a037959","year":2017},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.328620Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:ba9a5353ce59d6a7a43d891b9685ce7aba1d1b360fd53d45e94be4068d8725ef","observation_id":"bb83b7e6-e63e-408b-9cff-0b14217d5801","resolution":{"observed_at":"2026-08-10T14:25:05.410828Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.390722Z","title":"Characterizing and classifying iot traffic in smart cities and campuses,","venue":null,"work_id":"11969b00-85fa-45e9-8392-6c61cfbae169","year":2017},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.333727Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:113748f3b497f7581bb0eabe5412f7c3c2d6d8c87e359963bf38626c0fed05e7","observation_id":"fa039598-ac01-4c70-aff0-7ac0e6294dc9","resolution":{"observed_at":"2026-08-10T14:25:05.395302Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.375772Z","title":"Profiliot: A machine learning approach for iot device identification based on network traffic analysis,","venue":null,"work_id":"0a6ee433-bf3c-425f-8ff5-e197c484dad7","year":2017},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.339279Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:01e8891b4295f85c6ef8696f1834e90bf5f7adc63b8759f88aeb6066d2e0031a","observation_id":"fe768e1e-0496-489f-9371-536636850a3a","resolution":{"observed_at":"2026-08-10T14:25:05.380613Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.360102Z","title":"Homonit: Monitoring smart home apps from encrypted traffic,","venue":null,"work_id":"9935f0be-fa14-4ba6-ac9a-311addd62114","year":2018},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.344019Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:ccc44fbdaeea2666def6c4584e89ba4b9573de571ac99f2c412f4aa1a0e48692","observation_id":"1fe601e1-b3f5-4f79-97b1-76c539b00e4d","resolution":{"observed_at":"2026-08-10T14:25:05.365349Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.345324Z","title":"Fingerprinting encrypted voice traffic on smart speakers with deep learning,","venue":null,"work_id":"e19e4800-bc09-4422-9a22-d805759b612b","year":2020},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.348882Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:c71660c795ee255e6515eda3d054c32c153c6f3dc3e26cbfba1561370a0121fb","observation_id":"b22249dd-5652-4fee-9f6b-8be11644fc73","resolution":{"observed_at":"2026-08-10T14:25:05.350094Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.331117Z","title":"Attacking and protecting tunneled traffic of smart home devices,","venue":null,"work_id":"6c6c6027-7275-46ec-8399-43a97e1fd30b","year":2020},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.355318Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:aa8c2d268e5a12300a7a8ebe27626e7db3313641c77ce9b7124f7c914cb071dd","observation_id":"e7bf6038-4302-4a39-bf1a-6d5d5eccbc2f","resolution":{"observed_at":"2026-08-10T14:25:05.335899Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.316764Z","title":"Peek-a-boo: I see your smart home activities, even encrypted!","venue":null,"work_id":"b4ddecb0-5a9e-4b43-8cca-865804efed76","year":2020},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.359965Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:9e878c7f77d4653969f3638d97b3dcb6e2bc691e7cb35e3c806204a860d6a184","observation_id":"53bdc01e-528c-46c5-8436-3889a3b85b7b","resolution":{"observed_at":"2026-08-10T14:25:05.321287Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1812.00955","last_updated":"2019-03-16T05:27:47Z","snapshot_observed_at":"2026-08-14T17:49:19.807077Z","submitted_at":"2018-12-03T18:26:24Z","title":"Keeping the Smart Home Private with Smart(er) IoT Traffic Shaping","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1812.00955","snapshot_observed_at":"2026-08-10T14:25:04.364596Z","title":"Keeping the smart home private with smart (er) iot traffic shaping,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.364596Z"},"links":{"cited_paper":"/paper/1812.00955","citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:311f90ea9defad60c2348a51232f6edc93baa56a773f996571d48927e0d2b8d8","observation_id":"5b379aa9-bb61-4b6c-99ed-3ebe34ef2e25","resolution":{"observed_at":"2026-08-10T14:25:04.364596Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.302186Z","title":"Privacy-preserving encrypted traffic inspection with symmetric cryptographic techniques in iot,","venue":null,"work_id":"66dc265c-7f9e-4044-a091-57db52ef7ff7","year":2022},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.370414Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:fd9c7c6dd1c18f947ce9a32e50fb2f81690903fa2c6d314b2c41066f27101fa4","observation_id":"43266df8-35c3-4fb9-a7ba-7f9b320d0e6e","resolution":{"observed_at":"2026-08-10T14:25:05.306971Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.286840Z","title":"Black routing and node obscuring in iot,","venue":null,"work_id":"3f4cc599-687b-44ea-a18c-6d1bfc9e86c9","year":2016},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.374728Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:1a7f111a125fad12c3e5df5425f597284ed2f1d093b5be3e68a324f23de7acbf","observation_id":"0cf453f3-0614-4093-8eb6-9495eae69f32","resolution":{"observed_at":"2026-08-10T14:25:05.291645Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.272492Z","title":"Privacy-preserving using homomorphic encryption in mobile iot systems,","venue":null,"work_id":"901286b2-23c9-4143-bf85-6ca585e81106","year":2021},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.379386Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:3f84aeb552b665581b6f6534ae529777057adb9e0eba11666ec22edb3158c44a","observation_id":"efbbca96-2fef-4d3e-8aee-bafc0a82a07c","resolution":{"observed_at":"2026-08-10T14:25:05.277196Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:04.383890Z","title":"Blindbox: Deep packet inspection over encrypted traffic","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.383890Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:85ebb00ae17032d564535ef40d0594103c05c238f3e9a7c9c751625b2220ef28","observation_id":"be9c5c95-32d1-4242-9549-ede6f05acbc8","resolution":{"observed_at":"2026-08-10T14:25:04.383890Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.257808Z","title":"Embark: Securely outsourcing middleboxes to the cloud,","venue":null,"work_id":"ba5ff9c8-e3a2-4904-a608-ed8e35a77504","year":2016},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.388322Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:4979e04aeec1ddc9954323fc7a3708be995afd36d425ad68d94f3909df8adeef","observation_id":"3bdf47e8-283c-46f8-a87b-82cdc2a027a5","resolution":{"observed_at":"2026-08-10T14:25:05.262377Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.229667Z","title":"Iot device fingerprinting: Machine learning based encrypted traffic analysis,","venue":null,"work_id":"89e90bdf-d123-4b33-8d1d-0ec8f93e672e","year":2019},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.397594Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:4dfa2f0ea73d113da129ca2064d263dd4ec52c01e27c508dcf70f3f62b801f2c","observation_id":"b7fbc56f-1de6-44e2-8cf5-8ea5b6eb3a15","resolution":{"observed_at":"2026-08-10T14:25:05.234348Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1708.05044","last_updated":"2017-08-16T19:20:57Z","snapshot_observed_at":"2026-08-14T20:40:59.761606Z","submitted_at":"2017-08-16T19:20:57Z","title":"Spying on the Smart Home: Privacy Attacks and Defenses on Encrypted IoT Traffic","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1708.05044","snapshot_observed_at":"2026-08-10T14:25:04.402327Z","title":"Spying on the smart home: Privacy attacks and defenses on encrypted iot traffic,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.402327Z"},"links":{"cited_paper":"/paper/1708.05044","citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:b8c4daf7073b5e19bfbea0a28e96ee829b43e6ad66c736ee0fb6de8608391428","observation_id":"9d0aebf0-39fe-4cfd-98cf-0e64bef96539","resolution":{"observed_at":"2026-08-10T14:25:04.402327Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1705.06805","last_updated":"2017-05-18T21:25:51Z","snapshot_observed_at":"2026-08-14T20:59:40.839408Z","submitted_at":"2017-05-18T21:25:51Z","title":"A Smart Home is No Castle: Privacy Vulnerabilities of Encrypted IoT Traffic","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1705.06805","snapshot_observed_at":"2026-08-10T14:25:04.407160Z","title":"A smart home is no castle: Privacy vulnerabilities of encrypted iot traffic,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.407160Z"},"links":{"cited_paper":"/paper/1705.06805","citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:afa9b264c6aeb85489a5180dc7395d8a4aa5739ea059861be1994bd1a5344cc5","observation_id":"bedcb2dd-0ba7-406b-8842-82d3c28c9906","resolution":{"observed_at":"2026-08-10T14:25:04.407160Z","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":"9613.35631","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:04.764667Z","title":"Classification of encrypted iot traffic despite padding and shaping,","venue":null,"work_id":"1a51b12e-4676-423e-93ec-3a8c9ca95e69","year":2022},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.412591Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:2f7df7ad92db46ff7b12881fc42f97c4918f44f2c633a0467e53e310589a860a","observation_id":"820680eb-1e4e-47da-872c-f3254024ba26","resolution":{"observed_at":"2026-08-10T14:25:04.774901Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.215358Z","title":"Packet padding for improving privacy in consumer iot,","venue":null,"work_id":"dfda1139-dace-48c9-baa0-fb0658eef886","year":2018},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.417076Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:1cb4efd05b8f8d0e295a18562641513a646f5c7db268b3362bd373d6c148db32","observation_id":"842d9134-3b83-42ab-b728-cca38cdaa495","resolution":{"observed_at":"2026-08-10T14:25:05.220205Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.199494Z","title":"A developer-friendly library for smart home iot privacy-preserving traffic obfuscation,","venue":null,"work_id":"13515616-c44c-40ee-b8eb-7043929b39aa","year":2018},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.421584Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:dc5686e2c4cd03ad3445546b1bc1471e769623d0a7812898f68a254dd69e0d6d","observation_id":"0461eb11-0a89-4fe4-8587-aa0a22ddb95e","resolution":{"observed_at":"2026-08-10T14:25:05.204649Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.183676Z","title":"Defending against packet-size side-channel attacks in iot networks,","venue":null,"work_id":"5aed0325-10f3-4696-8ea0-90e0ac76559a","year":2018},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.426085Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:5c5a8955436c43dd85de6fea070ad0b286d10e8d845511e3bb904094d44948a0","observation_id":"d6d87c33-2180-4e0d-a445-bb412ddfeb65","resolution":{"observed_at":"2026-08-10T14:25:05.188671Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.166766Z","title":"A survey of traffic obfuscation technology for smart home,","venue":null,"work_id":"110da117-7f65-4b25-9f44-018ae4b89e03","year":2022},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.430729Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:e52c844dc75c36dbf0b953d1352539d8d0f11cb2dc4712a4e7573ae3753bd1e5","observation_id":"43d9499c-e522-4cef-8e9e-8b1211dfc793","resolution":{"observed_at":"2026-08-10T14:25:05.171900Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.151098Z","title":"A survey on smart home privacy data protection technology,","venue":null,"work_id":"f3e45981-a376-4ff4-b108-2f4102526983","year":2021},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.435005Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:412e16ba7d891c3646b714f134fc8afc223d3c6807af5aa8e492dccb1e1a8ea7","observation_id":"a044613c-6ac8-43f8-8d5f-09033920dd00","resolution":{"observed_at":"2026-08-10T14:25:05.155869Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.135403Z","title":"Peek-a-boo, i still see you: Why efficient traffic analysis countermeasures fail,","venue":null,"work_id":"ebac3693-fd18-41ad-b604-a9208ad215b6","year":2012},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.439612Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:24787b50c217b5170aafce42ec6b96dec8f22a2354377fbb96d7136bd116897d","observation_id":"ec6741b1-99d1-462c-9e7e-b88247a31c70","resolution":{"observed_at":"2026-08-10T14:25:05.140719Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.119114Z","title":"Adaptive packet padding approach for smart home networks: A tradeoff between privacy and performance,","venue":null,"work_id":"4690ba65-5059-4a71-9132-4e0847667499","year":2021},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.444643Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:aa18e0f59b4efcc31ab01606825207fbf10d71c9394470f696f5eff2b1184988","observation_id":"83e93a6e-fb12-425a-8b78-8579b45cf337","resolution":{"observed_at":"2026-08-10T14:25:05.124955Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.101498Z","title":"Defending against traffic analysis in wireless networks through traffic reshaping,","venue":null,"work_id":"634d279b-e034-4524-82e9-2e9f5b5916f9","year":2011},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.450477Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:b28cb6b7a5d0e72954f7a1b4a2d18e8fb532e3b8565ed291aa93a0eaed890204","observation_id":"541b6dc0-3e19-41cf-a257-b66cca4fccf1","resolution":{"observed_at":"2026-08-10T14:25:05.106306Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:04.455563Z","title":"Attacking and protecting tunneled traffic of smart home devices,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.455563Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:1452950bddbd87716f283f79e69281040e008b95969b3c5567b5d87442db7bf2","observation_id":"1b0562b6-3363-4edd-84eb-1f9a87259551","resolution":{"observed_at":"2026-08-10T14:25:04.455563Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.085851Z","title":"The dark (and bright) side of iot: Attacks and countermeasures for identifying smart home devices and services,","venue":null,"work_id":"44070178-0a34-4223-8a03-c9257f32e84a","year":2020},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.460121Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:ddab189035855a6d02a996499804c9fce7ce48b0c26309290a93934008c34073","observation_id":"a123fd11-75bd-4209-b916-2773541c7ea4","resolution":{"observed_at":"2026-08-10T14:25:05.091423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.070983Z","title":"A defense mechanism for timing-based side-channel attacks on iot traffic,","venue":null,"work_id":"4f516efa-1bab-4a74-b84d-a39fa531a99e","year":2020},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.464791Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:4fa0d1d940307e847539eeefd271b540f082960385ae91bed0cc09b4005eded4","observation_id":"ef313c75-fc5c-409a-96d5-c0e754cb54fe","resolution":{"observed_at":"2026-08-10T14:25:05.075905Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.055947Z","title":"Protecting iot- environments against traffic analysis attacks with traffic morphing,","venue":null,"work_id":"7262bde7-7c34-46d6-9869-427d8e33a4de","year":2019},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.469456Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:2354ac7183c11bb95dcaa8a5f10ba72e34b2db431375607920926fb775b206e2","observation_id":"483160c9-621e-4168-b1f6-f15854600b70","resolution":{"observed_at":"2026-08-10T14:25:05.060624Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.040556Z","title":"Smart home: Keeping privacy based on air-padding,","venue":null,"work_id":"62125d72-fea0-4178-881e-c5e8b1a0969b","year":2021},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.474121Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:c0c30f70a88ae0718a92913dca749b64dca5ae49b9a40f24a7b4611318f8e742","observation_id":"1a145287-6196-4328-8f8c-8acbe952b1da","resolution":{"observed_at":"2026-08-10T14:25:05.045068Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.025124Z","title":"Preserving contextual privacy for smart home iot devices with dynamic traffic shaping,","venue":null,"work_id":"5dabbfc8-e758-4d41-b66c-322c6ea02a0e","year":2022},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.479142Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:60e29059b163d2ddb393b31ba098b5f3af7a2dd92a948d7f6169c29e110acd57","observation_id":"49641627-5091-4fd1-9c57-b743a19933c1","resolution":{"observed_at":"2026-08-10T14:25:05.030201Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1705.06809","last_updated":"2017-05-18T21:38:13Z","snapshot_observed_at":"2026-08-20T03:18:20.681831Z","submitted_at":"2017-05-18T21:38:13Z","title":"Closing the Blinds: Four Strategies for Protecting Smart Home Privacy from Network Observers","version":1},"cited_work":{"arxiv_id":"1705.06809","doi":null,"metadata_source":"pith","pith_arxiv_id":"1705.06809","snapshot_observed_at":"2026-08-10T14:25:04.583414Z","title":"Closing the Blinds: Four Strategies for Protecting Smart Home Privacy from Network Observers","venue":"cs.CR","work_id":"99822195-8e88-44ef-bd99-69d71c49e7c5","year":2017},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.483681Z"},"links":{"cited_paper":"/paper/1705.06809","citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:d7da45fa460a9782a6228a79670ba3a82edf5829e582946081d1d4e038ab6ea3","observation_id":"8596041b-a88b-4b9e-9120-d76d43a79c7f","resolution":{"observed_at":"2026-08-10T14:25:04.588880Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.008794Z","title":"Privacy leakage in smart homes and its mitigation: Ifttt as a case study,","venue":null,"work_id":"a42f7b80-c3c1-4b3a-b2ed-a4a57ebd7d93","year":2019},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.488709Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:acaf99d7efa7346dbba67f8fe5975567b0db7c703e053905e54f2db8693e50db","observation_id":"9911d72f-58d2-4cfd-9211-98dde69f5fe3","resolution":{"observed_at":"2026-08-10T14:25:05.014388Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:04.990874Z","title":"Pinball: Universal and robust signature extraction for smart home devices,","venue":null,"work_id":"a10a481d-720e-4404-bc6c-139fb2ce49c1","year":2021},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.493902Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:1cd5ea1160d6e4aff97eaefd54e9b341efa9728de144c69603c73513e12e0f71","observation_id":"810bdaee-e148-4551-869f-804cbb925317","resolution":{"observed_at":"2026-08-10T14:25:04.996611Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:04.974524Z","title":"A novel traffic obfuscation technology for smart home,","venue":null,"work_id":"aed4aa84-34f9-4d0b-a662-cc61feefd1fa","year":2023},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.498544Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:ce022ca99cef412ad16a41affb87757aaaab4711e2cfd9e119864bd29781fa22","observation_id":"0ff07b84-8964-48fd-bd52-95ffcb8f3b71","resolution":{"observed_at":"2026-08-10T14:25:04.979522Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1907.11797","last_updated":"2020-02-10T19:07:10Z","snapshot_observed_at":"2026-08-14T16:01:47.960595Z","submitted_at":"2019-07-26T21:48:13Z","title":"PingPong: Packet-Level Signatures for Smart Home Device Events","version":3},"cited_work":{"arxiv_id":"1907.11797","doi":null,"metadata_source":"pith","pith_arxiv_id":"1907.11797","snapshot_observed_at":"2026-08-10T14:25:04.558720Z","title":"PingPong: Packet-Level Signatures for Smart Home Device Events","venue":"cs.NI","work_id":"e7d1dfd3-9e2a-45e3-9721-531f96ad7113","year":2019},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.502843Z"},"links":{"cited_paper":"/paper/1907.11797","citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:2a5563ca994cc430549e90a8ae1843edbca7fb0f90544496d2c191d7124c8850","observation_id":"82e39c84-2dac-487e-820f-df415a17e160","resolution":{"observed_at":"2026-08-10T14:25:04.565861Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:04.958016Z","title":"Transferability of machine learning algorithm for iot device profiling and identification,","venue":null,"work_id":"31ee44c8-8232-4e54-9783-0629fa791571","year":2023},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.507336Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:0510e8efc4b24dc03a180cbe0f1889fe6ecf59f34ad761605e142d561f2f59e1","observation_id":"4a2f926d-8e91-4964-bb58-f7f26629c2f0","resolution":{"observed_at":"2026-08-10T14:25:04.963216Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:04.943490Z","title":"Iot-ad: A framework to detect anomalies among interconnected iot devices,","venue":null,"work_id":"6b8c73f3-8be7-42bf-9f38-466cb093e99f","year":2023},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.511627Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:aeafc96ea19eb2f3e9910b3b9b742133ce07e57eb1e60a72b53b1fbe21f19464","observation_id":"7e5e0772-a32d-448b-945e-d79e440acd61","resolution":{"observed_at":"2026-08-10T14:25:04.948046Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:04.929349Z","title":"Iot sentinel: Automated device-type identification for security enforcement in iot,","venue":null,"work_id":"3abd8435-45db-4b6d-9bfc-4706825eaafb","year":2017},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.516382Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:4ce47265c67168319af320668a9e392ef817dfc1d2ae7d41ae3b56a2591bfbf7","observation_id":"d65f6198-4001-4315-bfa2-d8208a955ac7","resolution":{"observed_at":"2026-08-10T14:25:04.933928Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:04.912304Z","title":"Classifying iot devices in smart environments using network traffic characteristics,","venue":null,"work_id":"0aaa8d72-888e-4878-9c34-bbb5a1e0e98d","year":2018},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.520777Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:24b373d658f09e3e66c27034c4c4dcff453f82864ed3a707d597702e9ef97448","observation_id":"cf7bde0a-aa58-4d73-9ffb-97ebd3ec2ed5","resolution":{"observed_at":"2026-08-10T14:25:04.918090Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T14:25:05.243596Z","title":"Available: https://www.usenix.org/conference/nsdi16/ technical-sessions/presentation/lan","venue":null,"work_id":"b611d02f-d628-46a8-bda1-20bacc64838a","year":null},"citing_paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy","version":1},"reference_index":273,"source":"pdf_text","source_observed_at":"2026-08-10T14:25:04.392815Z"},"links":{"citing_paper":"/paper/2501.15395"},"observation_digest":"sha256:3c52b11a72d986096cd6daa964a5128e9abaff16b30a26d6c3a2e740fc50ad47","observation_id":"b22fc640-a4c9-4f02-9291-bafa47b49432","resolution":{"observed_at":"2026-08-10T14:25:05.248402Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2501.15395","last_updated":"2025-01-26T04:33:44Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-17T13:08:44.875598Z","submitted_at":"2025-01-26T04:33:44Z","title":"Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy"},"reference_resolution":{"displayed":42,"state_counts":{"malformed_identifier":1,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":5,"verified_exact":2,"verified_fuzzy":33},"total_outbound_references":42},"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":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"thesis":"As of 20 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2501.15395."}