{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:OC3IC6WIJ3MZRQM4YCJNN6ADCK","short_pith_number":"pith:OC3IC6WI","canonical_record":{"source":{"id":"2505.13028","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-05-19T12:12:00Z","cross_cats_sorted":["cs.AI","cs.CL"],"title_canon_sha256":"50434a8320e8a585222563d66bfc08710b04079496855e460f6131d7fbc43b9b","abstract_canon_sha256":"d6c1b9d2202dabb8fda188109d17acbca8df46faa3e459f45217a6d3f96273f4"},"schema_version":"1.0"},"canonical_sha256":"70b6817ac84ed998c19cc092d6f80312ad73a87f630d79a9a35d1c9f61a9a648","source":{"kind":"arxiv","id":"2505.13028","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.13028","created_at":"2026-07-05T11:05:45Z"},{"alias_kind":"arxiv_version","alias_value":"2505.13028v2","created_at":"2026-07-05T11:05:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.13028","created_at":"2026-07-05T11:05:45Z"},{"alias_kind":"pith_short_12","alias_value":"OC3IC6WIJ3MZ","created_at":"2026-07-05T11:05:45Z"},{"alias_kind":"pith_short_16","alias_value":"OC3IC6WIJ3MZRQM4","created_at":"2026-07-05T11:05:45Z"},{"alias_kind":"pith_short_8","alias_value":"OC3IC6WI","created_at":"2026-07-05T11:05:45Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:OC3IC6WIJ3MZRQM4YCJNN6ADCK","target":"record","payload":{"canonical_record":{"source":{"id":"2505.13028","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-05-19T12:12:00Z","cross_cats_sorted":["cs.AI","cs.CL"],"title_canon_sha256":"50434a8320e8a585222563d66bfc08710b04079496855e460f6131d7fbc43b9b","abstract_canon_sha256":"d6c1b9d2202dabb8fda188109d17acbca8df46faa3e459f45217a6d3f96273f4"},"schema_version":"1.0"},"canonical_sha256":"70b6817ac84ed998c19cc092d6f80312ad73a87f630d79a9a35d1c9f61a9a648","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:05:45.756249Z","signature_b64":"6ZKH5mxHlH5XoHRfItpMj4LrvHetJDKGbanBeDfnqBmM1DCu6cVzaru92z8dhaIqdc0WKzQM4ox30FzjFKhvAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"70b6817ac84ed998c19cc092d6f80312ad73a87f630d79a9a35d1c9f61a9a648","last_reissued_at":"2026-07-05T11:05:45.755792Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:05:45.755792Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.13028","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:05:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hlyvNIvtJp3vdF7Dw9z1+w0yquosbatftNnMLlzjfLjOaiE4nqagtaLeQg/aIwoomjTMHkKWO86KSJij5kmuCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T16:21:03.818921Z"},"content_sha256":"a2cdd0ab7d7799f2722f607ae24d39712b26b9af69966ca736b2685bcd27bb50","schema_version":"1.0","event_id":"sha256:a2cdd0ab7d7799f2722f607ae24d39712b26b9af69966ca736b2685bcd27bb50"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:OC3IC6WIJ3MZRQM4YCJNN6ADCK","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.CL"],"primary_cat":"cs.CR","authors_text":"Daniel Woods, Sayon Palit","submitted_at":"2025-05-19T12:12:00Z","abstract_excerpt":"Large Language Models (LLMs) are increasingly integrated into critical systems in industries like healthcare and finance. Users can often submit queries to LLM-enabled chatbots, some of which can enrich responses with information retrieved from internal databases storing sensitive data. This gives rise to a range of attacks in which a user submits a malicious query and the LLM-system outputs a response that creates harm to the owner, such as leaking internal data or creating legal liability by harming a third-party. While security tools are being developed to counter these threats, there is li"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.13028","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2505.13028/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:05:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"fP+fOXcfL0/aaocOlQVriUbaCYHUT47E9LNNBuxxQx9oYcy0Y1Rx/HYacylMOcgQ5CcXheRlQ479orUXKwCUAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T16:21:03.819441Z"},"content_sha256":"921524b74a2d5e6ad159b0301ae3561181004d706d3d985fbae2f1d23b450b8d","schema_version":"1.0","event_id":"sha256:921524b74a2d5e6ad159b0301ae3561181004d706d3d985fbae2f1d23b450b8d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/OC3IC6WIJ3MZRQM4YCJNN6ADCK/bundle.json","state_url":"https://pith.science/pith/OC3IC6WIJ3MZRQM4YCJNN6ADCK/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/OC3IC6WIJ3MZRQM4YCJNN6ADCK/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-16T16:21:03Z","links":{"resolver":"https://pith.science/pith/OC3IC6WIJ3MZRQM4YCJNN6ADCK","bundle":"https://pith.science/pith/OC3IC6WIJ3MZRQM4YCJNN6ADCK/bundle.json","state":"https://pith.science/pith/OC3IC6WIJ3MZRQM4YCJNN6ADCK/state.json","well_known_bundle":"https://pith.science/.well-known/pith/OC3IC6WIJ3MZRQM4YCJNN6ADCK/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:OC3IC6WIJ3MZRQM4YCJNN6ADCK","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":"d6c1b9d2202dabb8fda188109d17acbca8df46faa3e459f45217a6d3f96273f4","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-05-19T12:12:00Z","title_canon_sha256":"50434a8320e8a585222563d66bfc08710b04079496855e460f6131d7fbc43b9b"},"schema_version":"1.0","source":{"id":"2505.13028","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.13028","created_at":"2026-07-05T11:05:45Z"},{"alias_kind":"arxiv_version","alias_value":"2505.13028v2","created_at":"2026-07-05T11:05:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.13028","created_at":"2026-07-05T11:05:45Z"},{"alias_kind":"pith_short_12","alias_value":"OC3IC6WIJ3MZ","created_at":"2026-07-05T11:05:45Z"},{"alias_kind":"pith_short_16","alias_value":"OC3IC6WIJ3MZRQM4","created_at":"2026-07-05T11:05:45Z"},{"alias_kind":"pith_short_8","alias_value":"OC3IC6WI","created_at":"2026-07-05T11:05:45Z"}],"graph_snapshots":[{"event_id":"sha256:921524b74a2d5e6ad159b0301ae3561181004d706d3d985fbae2f1d23b450b8d","target":"graph","created_at":"2026-07-05T11:05:45Z","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/2505.13028/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large Language Models (LLMs) are increasingly integrated into critical systems in industries like healthcare and finance. Users can often submit queries to LLM-enabled chatbots, some of which can enrich responses with information retrieved from internal databases storing sensitive data. This gives rise to a range of attacks in which a user submits a malicious query and the LLM-system outputs a response that creates harm to the owner, such as leaking internal data or creating legal liability by harming a third-party. While security tools are being developed to counter these threats, there is li","authors_text":"Daniel Woods, Sayon Palit","cross_cats":["cs.AI","cs.CL"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-05-19T12:12:00Z","title":"Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.13028","kind":"arxiv","version":2},"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:a2cdd0ab7d7799f2722f607ae24d39712b26b9af69966ca736b2685bcd27bb50","target":"record","created_at":"2026-07-05T11:05:45Z","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":"d6c1b9d2202dabb8fda188109d17acbca8df46faa3e459f45217a6d3f96273f4","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-05-19T12:12:00Z","title_canon_sha256":"50434a8320e8a585222563d66bfc08710b04079496855e460f6131d7fbc43b9b"},"schema_version":"1.0","source":{"id":"2505.13028","kind":"arxiv","version":2}},"canonical_sha256":"70b6817ac84ed998c19cc092d6f80312ad73a87f630d79a9a35d1c9f61a9a648","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"70b6817ac84ed998c19cc092d6f80312ad73a87f630d79a9a35d1c9f61a9a648","first_computed_at":"2026-07-05T11:05:45.755792Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:05:45.755792Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"6ZKH5mxHlH5XoHRfItpMj4LrvHetJDKGbanBeDfnqBmM1DCu6cVzaru92z8dhaIqdc0WKzQM4ox30FzjFKhvAA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:05:45.756249Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.13028","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a2cdd0ab7d7799f2722f607ae24d39712b26b9af69966ca736b2685bcd27bb50","sha256:921524b74a2d5e6ad159b0301ae3561181004d706d3d985fbae2f1d23b450b8d"],"state_sha256":"8c91beca2aad51383568d267d8f5c94344a662b7bb1b9f3cae2b77acdf6dc0b3"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"OhsICKNB6srb/mhw3Gz75nBQESezo4hphiEznVzAusb3ppq18qrtVqbKCJWxw6JHKrIfmOBnBlOBOqoyifArBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-16T16:21:03.823508Z","bundle_sha256":"d41e5e5b59afd2bd23ab79ef66614d7f4c4f9699369f2d501572a97db2c0a8c3"}}