{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:VTOHQR2AP62C3V3JAT6IZBPOB3","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":"f5935b2103df8a4fc4d45c22f5daf70f8e8ccf67654d3f5f8cbd41dda6e2cbc3","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-19T05:02:58Z","title_canon_sha256":"7b400a294a85ac3d594425a313d117f4b3e2dcb75441b28c10b00a99819427a4"},"schema_version":"1.0","source":{"id":"2607.17077","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.17077","created_at":"2026-07-21T01:21:13Z"},{"alias_kind":"arxiv_version","alias_value":"2607.17077v1","created_at":"2026-07-21T01:21:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.17077","created_at":"2026-07-21T01:21:13Z"},{"alias_kind":"pith_short_12","alias_value":"VTOHQR2AP62C","created_at":"2026-07-21T01:21:13Z"},{"alias_kind":"pith_short_16","alias_value":"VTOHQR2AP62C3V3J","created_at":"2026-07-21T01:21:13Z"},{"alias_kind":"pith_short_8","alias_value":"VTOHQR2A","created_at":"2026-07-21T01:21:13Z"}],"graph_snapshots":[{"event_id":"sha256:e2212e9cc6e002550693c10fc9be16c6a3d4b5593f71ff36905d14c736fb6185","target":"graph","created_at":"2026-07-21T01:21:13Z","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/2607.17077/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Adversarial attacks against vision models like object detectors are often evaluated under limited conditions, leaving their performance under-characterized. Bridging simulation and differentiable rendering enables more robust, end-to-end evaluation of these adversarial attacks, yet there is no easy-to-use, unified system that offers a rich set of customizable configurations for adversarial attacks across multiple scenes, objects, environmental and lighting conditions, and camera trajectories. We present ALLUDE, which addresses these gaps, offering first-of-its-kind evaluation capabilities acro","authors_text":"Alec Helbling, Alexander Greenhalgh, Duen Horng Chau, Elliott Faa, Haoran Wang, Mansi Phute, Martin Andreoni, Matthew Hull, ShengYun Peng, Wenke Lee, Willian Lunardi","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-19T05:02:58Z","title":"ALLUDE: A Unified Evaluation System for Configurable Attacks in Differentiable Environments"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.17077","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":"sha256:74cf5db62305a363f67159f394b564849d0e7918a3411ba8453cd68d4b4c39ab","target":"record","created_at":"2026-07-21T01:21:13Z","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":"f5935b2103df8a4fc4d45c22f5daf70f8e8ccf67654d3f5f8cbd41dda6e2cbc3","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-19T05:02:58Z","title_canon_sha256":"7b400a294a85ac3d594425a313d117f4b3e2dcb75441b28c10b00a99819427a4"},"schema_version":"1.0","source":{"id":"2607.17077","kind":"arxiv","version":1}},"canonical_sha256":"acdc7847407fb42dd76904fc8c85ee0eeffcb0c1aaa8b10e62312ea11e2c5840","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"acdc7847407fb42dd76904fc8c85ee0eeffcb0c1aaa8b10e62312ea11e2c5840","first_computed_at":"2026-07-21T01:21:13.705571Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-21T01:21:13.705571Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"exZOwTec8rywKWDc3CIpCPsN5THLLrCscOzgSdUM01GvykVB/kx7bcYqK7unFgmdcESwUiN674iZxCLefIuECQ==","signature_status":"signed_v1","signed_at":"2026-07-21T01:21:13.706920Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.17077","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:74cf5db62305a363f67159f394b564849d0e7918a3411ba8453cd68d4b4c39ab","sha256:e2212e9cc6e002550693c10fc9be16c6a3d4b5593f71ff36905d14c736fb6185"],"state_sha256":"95f915342a2de11514fcc974312a9c7b54e1ae4755d08c71c2bfa8e870d1582a"}