{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:KFYWVAYPVE2Y364TPJZMK4XLCB","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"c820d5cd70ccefa4d756098f4993763eb9f37a9775d4f3474d377333f1d06f39","cross_cats_sorted":["cs.AI","cs.CV","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2023-09-05T13:51:28Z","title_canon_sha256":"ed73c2a74f0f87a0455ef74dc1c7d38f0720b26ede9e0584bbedca2782de1c83"},"schema_version":"1.0","source":{"id":"2310.06845","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.06845","created_at":"2026-07-05T06:59:36Z"},{"alias_kind":"arxiv_version","alias_value":"2310.06845v1","created_at":"2026-07-05T06:59:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.06845","created_at":"2026-07-05T06:59:36Z"},{"alias_kind":"pith_short_12","alias_value":"KFYWVAYPVE2Y","created_at":"2026-07-05T06:59:36Z"},{"alias_kind":"pith_short_16","alias_value":"KFYWVAYPVE2Y364T","created_at":"2026-07-05T06:59:36Z"},{"alias_kind":"pith_short_8","alias_value":"KFYWVAYP","created_at":"2026-07-05T06:59:36Z"}],"graph_snapshots":[{"event_id":"sha256:2a587cee619e3b912b25b3329ddb568593561516bb6d42f09209a5c7a7f65a7e","target":"graph","created_at":"2026-07-05T06:59:36Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2310.06845/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In practical cloud-edge scenarios, where a resource constrained edge performs data acquisition and a cloud system (having sufficient resources) performs inference tasks with a deep neural network (DNN), adversarial robustness is critical for reliability and ubiquitous deployment. Adversarial detection is a prime adversarial defence technique used in prior literature. However, in prior detection works, the detector is attached to the classifier model and both detector and classifier work in tandem to perform adversarial detection that requires a high computational overhead which is not availabl","authors_text":"Abhiroop Bhattacharjee, Abhishek Moitra, Priyadarshini Panda, Youngeun Kim","cross_cats":["cs.AI","cs.CV","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2023-09-05T13:51:28Z","title":"RobustEdge: Low Power Adversarial Detection for Cloud-Edge Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.06845","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:b804ee6a4e3578f9d3b80ae6106fb54fcfdfc3479bf2080cc4ebc884a01d99ff","target":"record","created_at":"2026-07-05T06:59:36Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"c820d5cd70ccefa4d756098f4993763eb9f37a9775d4f3474d377333f1d06f39","cross_cats_sorted":["cs.AI","cs.CV","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2023-09-05T13:51:28Z","title_canon_sha256":"ed73c2a74f0f87a0455ef74dc1c7d38f0720b26ede9e0584bbedca2782de1c83"},"schema_version":"1.0","source":{"id":"2310.06845","kind":"arxiv","version":1}},"canonical_sha256":"51716a830fa9358dfb937a72c572eb104ea97aaa1a7e0b7e3459183238ac67b1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"51716a830fa9358dfb937a72c572eb104ea97aaa1a7e0b7e3459183238ac67b1","first_computed_at":"2026-07-05T06:59:36.964556Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:59:36.964556Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"wR+dPvz8L5liRMe6zvnwMMQ692pcZeYfuYxrTBab6gtD9IyFplmnAKVJiOi1CuUDl8Qm5yHqylAEYdb6hJsDCg==","signature_status":"signed_v1","signed_at":"2026-07-05T06:59:36.965099Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.06845","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b804ee6a4e3578f9d3b80ae6106fb54fcfdfc3479bf2080cc4ebc884a01d99ff","sha256:2a587cee619e3b912b25b3329ddb568593561516bb6d42f09209a5c7a7f65a7e"],"state_sha256":"10844f3860561db837781934a3811e7ce841e08f4b00cd35e317197e48072312"}