{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:UACUGLBFL4L742TBAXMHUW3TC3","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":"56d3f60c852c192dc27a98f7aaff2bf1161e78707f2908562a98c99baaab6f48","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-06-04T13:19:53Z","title_canon_sha256":"dcbe790fb491092108785f3b20e8bf0942a00c657550f1a46c9bc04076250fdc"},"schema_version":"1.0","source":{"id":"2606.06140","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06140","created_at":"2026-06-05T01:15:34Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06140v1","created_at":"2026-06-05T01:15:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06140","created_at":"2026-06-05T01:15:34Z"},{"alias_kind":"pith_short_12","alias_value":"UACUGLBFL4L7","created_at":"2026-06-05T01:15:34Z"},{"alias_kind":"pith_short_16","alias_value":"UACUGLBFL4L742TB","created_at":"2026-06-05T01:15:34Z"},{"alias_kind":"pith_short_8","alias_value":"UACUGLBF","created_at":"2026-06-05T01:15:34Z"}],"graph_snapshots":[{"event_id":"sha256:48eacbc2ae3b4014712fec2eff0d30ca27846d56cf120aa354a64498ea4e4690","target":"graph","created_at":"2026-06-05T01:15:34Z","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/2606.06140/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Image safety classifiers serve as a critical component of contemporary content moderation systems on the internet. However, their resilience against user-style malicious image editing remains underexplored. Such behaviors are highly prevalent in daily scenarios but difficult to fully reproduce. To explore this vulnerability, we introduce RedEdit, a novel black-box red-teaming agent that formulates photo-editing evasion as a combinatorial search problem over edit-tool sequences. It adopts a Vision-Language-Model (VLM)-based proposer to generate semantically targeted candidate edits and a Monte ","authors_text":"Hui Xiong, Jianze Li, Li Liu, Tong Zhang, Weilin Lin, Zhenxing Zhou, Ziqi Lin","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-06-04T13:19:53Z","title":"RedEdit: Agentic Red-Teaming of Image Safety Classifiers via MCTS-Guided Photo-Editing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06140","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":"sha256:7abf6f36e01842c917037fa28c0d205ebda03513430f7ceb86331a2066820a7e","target":"record","created_at":"2026-06-05T01:15:34Z","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":"56d3f60c852c192dc27a98f7aaff2bf1161e78707f2908562a98c99baaab6f48","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-06-04T13:19:53Z","title_canon_sha256":"dcbe790fb491092108785f3b20e8bf0942a00c657550f1a46c9bc04076250fdc"},"schema_version":"1.0","source":{"id":"2606.06140","kind":"arxiv","version":1}},"canonical_sha256":"a005432c255f17fe6a6105d87a5b7316d28f3d87f68cddad0063aa0182d0e5c5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a005432c255f17fe6a6105d87a5b7316d28f3d87f68cddad0063aa0182d0e5c5","first_computed_at":"2026-06-05T01:15:34.913416Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T01:15:34.913416Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"hn7oXdEIFBu7WnhWzTYDC2H1PhdW63RZYfzvv2iURjKBdCKpvOSB4bnP9B1xAx8FhqVTvbYuzNB3IWJcEdE1Cw==","signature_status":"signed_v1","signed_at":"2026-06-05T01:15:34.914078Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.06140","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7abf6f36e01842c917037fa28c0d205ebda03513430f7ceb86331a2066820a7e","sha256:48eacbc2ae3b4014712fec2eff0d30ca27846d56cf120aa354a64498ea4e4690"],"state_sha256":"98b5e9c48161ad7c3fa1c13de5bdc34dd8fa47e554ae74dcbd0544ac463739fc"}