{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:2LVJO2YK7LOE3FNCZXZYXCTQO6","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":"723b3b8dd0ae0890a30f3e586830f4ca8bcb30240d9dc4c33b2217ac852b7f6a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-05T02:44:49Z","title_canon_sha256":"486ed1a0803b07676aee6fdec3fd36452005a3e186a39053d66cc16e092a6b16"},"schema_version":"1.0","source":{"id":"2506.04572","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.04572","created_at":"2026-07-05T11:16:16Z"},{"alias_kind":"arxiv_version","alias_value":"2506.04572v1","created_at":"2026-07-05T11:16:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.04572","created_at":"2026-07-05T11:16:16Z"},{"alias_kind":"pith_short_12","alias_value":"2LVJO2YK7LOE","created_at":"2026-07-05T11:16:16Z"},{"alias_kind":"pith_short_16","alias_value":"2LVJO2YK7LOE3FNC","created_at":"2026-07-05T11:16:16Z"},{"alias_kind":"pith_short_8","alias_value":"2LVJO2YK","created_at":"2026-07-05T11:16:16Z"}],"graph_snapshots":[{"event_id":"sha256:2015ed843a69afa9a4a1d6d667030a6a8df5def49afa114271ba4abc6f1ca50f","target":"graph","created_at":"2026-07-05T11:16:16Z","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/2506.04572/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large Language Models (LLMs) have demonstrated remarkable capabilities in natural language understanding, code generation, and complex planning. Simultaneously, Multi-Agent Systems (MAS) have garnered attention for their potential to enable cooperation among distributed agents. However, from a multi-party perspective, MAS could be vulnerable to malicious agents that exploit the system to serve self-interests without disrupting its core functionality. This work explores integrity attacks where malicious agents employ subtle prompt manipulation to bias MAS operations and gain various benefits. F","authors_text":"Can Zheng, Tianxing He, Xiaoning Dong, Yuhan Cao","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-05T02:44:49Z","title":"Demonstrations of Integrity Attacks in Multi-Agent Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.04572","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":"sha256:89dd11a33faec0df5308ee14d63e861acbe0ec00e47c954661771a01ec07054e","target":"record","created_at":"2026-07-05T11:16:16Z","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":"723b3b8dd0ae0890a30f3e586830f4ca8bcb30240d9dc4c33b2217ac852b7f6a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-06-05T02:44:49Z","title_canon_sha256":"486ed1a0803b07676aee6fdec3fd36452005a3e186a39053d66cc16e092a6b16"},"schema_version":"1.0","source":{"id":"2506.04572","kind":"arxiv","version":1}},"canonical_sha256":"d2ea976b0afadc4d95a2cdf38b8a70779bec63b519da617c9df83047935bda11","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d2ea976b0afadc4d95a2cdf38b8a70779bec63b519da617c9df83047935bda11","first_computed_at":"2026-07-05T11:16:16.895386Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:16:16.895386Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CW6Ih5SpI0Bq3UE37ZL5QheQFkydMNC14OsUjD+JUvpWQu4JfNI+X8CIKob5xn60IvXY2tZn+U/IuagyCcdTCw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:16:16.895857Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.04572","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:89dd11a33faec0df5308ee14d63e861acbe0ec00e47c954661771a01ec07054e","sha256:2015ed843a69afa9a4a1d6d667030a6a8df5def49afa114271ba4abc6f1ca50f"],"state_sha256":"c1bca20f5a1103d111c66a6643050fd8e9286ec562175bcc3c977ca4dadc87c0"}