{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:DKTRX2NUK77I6N6WJ5JAQDHLND","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":"d809bfbe3effdf972ccee8ca205abcb5bb92bdf24ac75dbdf3a7b5296219b95c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-24T14:29:05Z","title_canon_sha256":"a94ef3235682617ba05a0989de530d2484d588855b8566af993223944eaa085e"},"schema_version":"1.0","source":{"id":"2407.17312","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.17312","created_at":"2026-07-05T08:48:06Z"},{"alias_kind":"arxiv_version","alias_value":"2407.17312v1","created_at":"2026-07-05T08:48:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.17312","created_at":"2026-07-05T08:48:06Z"},{"alias_kind":"pith_short_12","alias_value":"DKTRX2NUK77I","created_at":"2026-07-05T08:48:06Z"},{"alias_kind":"pith_short_16","alias_value":"DKTRX2NUK77I6N6W","created_at":"2026-07-05T08:48:06Z"},{"alias_kind":"pith_short_8","alias_value":"DKTRX2NU","created_at":"2026-07-05T08:48:06Z"}],"graph_snapshots":[{"event_id":"sha256:f7e1fa42c2db7aa5919a221f787c5ae8b0471db1b71dbbb264aadd29a0045f13","target":"graph","created_at":"2026-07-05T08:48:06Z","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/2407.17312/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Adversarial attacks against monocular depth estimation (MDE) systems pose significant challenges, particularly in safety-critical applications such as autonomous driving. Existing patch-based adversarial attacks for MDE are confined to the vicinity of the patch, making it difficult to affect the entire target. To address this limitation, we propose a physics-based adversarial attack on monocular depth estimation, employing a framework called Attack with Shape-Varying Patches (ASP), aiming to optimize patch content, shape, and position to maximize effectiveness. We introduce various mask shapes","authors_text":"Chenxing Zhao, Quan Pan, Shihao Wu, Shuangju Zhou, Wenyi Tan, Yang Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-24T14:29:05Z","title":"Physical Adversarial Attack on Monocular Depth Estimation via Shape-Varying Patches"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.17312","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":"sha256:41169417cb6ad7c93d328a9315ff2955f0ef17e291ff75d60ba4dfafa044592f","target":"record","created_at":"2026-07-05T08:48:06Z","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":"d809bfbe3effdf972ccee8ca205abcb5bb92bdf24ac75dbdf3a7b5296219b95c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-24T14:29:05Z","title_canon_sha256":"a94ef3235682617ba05a0989de530d2484d588855b8566af993223944eaa085e"},"schema_version":"1.0","source":{"id":"2407.17312","kind":"arxiv","version":1}},"canonical_sha256":"1aa71be9b457fe8f37d64f52080ceb68c3709ba7ac6039e5b525a03b3e95e2f4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1aa71be9b457fe8f37d64f52080ceb68c3709ba7ac6039e5b525a03b3e95e2f4","first_computed_at":"2026-07-05T08:48:06.689544Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:48:06.689544Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"9/gMfgwBwTE84sXap1doGBX2sVEah/BrNycnwBiNeakkJs60Z7qcg8Fqj/ygwo0JT0zPvx8qByNfYSkEe/5iDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T08:48:06.690103Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.17312","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:41169417cb6ad7c93d328a9315ff2955f0ef17e291ff75d60ba4dfafa044592f","sha256:f7e1fa42c2db7aa5919a221f787c5ae8b0471db1b71dbbb264aadd29a0045f13"],"state_sha256":"94f0cdf9cdc494c30fe7cdb3863943e0065f2daa5dd4486b6b338ddb26c3fc79"}