{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:47WICBYCV4662QMGYZ2AW7WWNZ","short_pith_number":"pith:47WICBYC","canonical_record":{"source":{"id":"2608.05199","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-08-04T23:48:36Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"0bf5814c5a4f8340a690413ba1619b656855c12968f6e116ca9faa2510c5857a","abstract_canon_sha256":"ddb8a02d776dd850c02926acaf3582b6d4ad07651143964a6b03680e38f51d2c"},"schema_version":"1.0"},"canonical_sha256":"e7ec810702af3ded4186c6740b7ed66e709d5a774158be35bf3c578fa756fab8","source":{"kind":"arxiv","id":"2608.05199","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.05199","created_at":"2026-08-07T00:46:30Z"},{"alias_kind":"arxiv_version","alias_value":"2608.05199v1","created_at":"2026-08-07T00:46:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.05199","created_at":"2026-08-07T00:46:30Z"},{"alias_kind":"pith_short_12","alias_value":"47WICBYCV466","created_at":"2026-08-07T00:46:30Z"},{"alias_kind":"pith_short_16","alias_value":"47WICBYCV4662QMG","created_at":"2026-08-07T00:46:30Z"},{"alias_kind":"pith_short_8","alias_value":"47WICBYC","created_at":"2026-08-07T00:46:30Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:47WICBYCV4662QMGYZ2AW7WWNZ","target":"record","payload":{"canonical_record":{"source":{"id":"2608.05199","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-08-04T23:48:36Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"0bf5814c5a4f8340a690413ba1619b656855c12968f6e116ca9faa2510c5857a","abstract_canon_sha256":"ddb8a02d776dd850c02926acaf3582b6d4ad07651143964a6b03680e38f51d2c"},"schema_version":"1.0"},"canonical_sha256":"e7ec810702af3ded4186c6740b7ed66e709d5a774158be35bf3c578fa756fab8","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-07T00:46:30.517977Z","signature_b64":"hHaUJrPXAHUfpOtYFHg17NRGrV9T+cghG00sCmrHwKrVwoBbGB44CNC/ndOo/gTGTKv3ifc2s4IkwPS0X0HqBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e7ec810702af3ded4186c6740b7ed66e709d5a774158be35bf3c578fa756fab8","last_reissued_at":"2026-08-07T00:46:30.516586Z","signature_status":"signed_v1","first_computed_at":"2026-08-07T00:46:30.516586Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.05199","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-07T00:46:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"iD9qB3Q6ej7IyFSgIuNcSldTLXf82izx8VWeGj/oLnQQw0mvu8KTfAMdQuTwObe/Lxz3LmyoEcfW+a1WdlTaCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T07:47:30.161763Z"},"content_sha256":"aa9f8b2f53c34ba94bee7178692d0e35aac98c36e4c7e4bdc79585007974910c","schema_version":"1.0","event_id":"sha256:aa9f8b2f53c34ba94bee7178692d0e35aac98c36e4c7e4bdc79585007974910c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:47WICBYCV4662QMGYZ2AW7WWNZ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Post-Hoc Trajectory-Risk Certification for Modular LLM-Based Security Agents","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CR","authors_text":"Zhenpeng Li","submitted_at":"2026-08-04T23:48:36Z","abstract_excerpt":"Autonomous security agents operate as staged pipelines, such as classifying network traffic and then attributing attacks to a specific technique. Split conformal prediction gives each stage finite-sample coverage, but deployment requires a trajectory-level guarantee across the full chain. These guarantees do not compose automatically when stages are independently trained and calibrated. Bonferroni allocation is distribution-free but conservative under correlated errors. We show that a natural pairwise-correlation extension to three or more stages is invalid because it gives a lower rather than"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.05199","kind":"arxiv","version":1},"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/2608.05199/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":"2026-08-07T00:46:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vkuar/+eJHr07MIr5XelD78IPXVMCebqQRaC4JMcZuHiIVwz3vgSSGmvRm+62i2NVB2QeCijFqoNUEjiNGhtCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T07:47:30.162639Z"},"content_sha256":"d7819aeecd3255f4bd5c9cbd9e58a1c08aa637dc30467695740e3e1cb0247680","schema_version":"1.0","event_id":"sha256:d7819aeecd3255f4bd5c9cbd9e58a1c08aa637dc30467695740e3e1cb0247680"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/47WICBYCV4662QMGYZ2AW7WWNZ/bundle.json","state_url":"https://pith.science/pith/47WICBYCV4662QMGYZ2AW7WWNZ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/47WICBYCV4662QMGYZ2AW7WWNZ/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":"2026-08-21T07:47:30Z","links":{"resolver":"https://pith.science/pith/47WICBYCV4662QMGYZ2AW7WWNZ","bundle":"https://pith.science/pith/47WICBYCV4662QMGYZ2AW7WWNZ/bundle.json","state":"https://pith.science/pith/47WICBYCV4662QMGYZ2AW7WWNZ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/47WICBYCV4662QMGYZ2AW7WWNZ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:47WICBYCV4662QMGYZ2AW7WWNZ","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":"ddb8a02d776dd850c02926acaf3582b6d4ad07651143964a6b03680e38f51d2c","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-08-04T23:48:36Z","title_canon_sha256":"0bf5814c5a4f8340a690413ba1619b656855c12968f6e116ca9faa2510c5857a"},"schema_version":"1.0","source":{"id":"2608.05199","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.05199","created_at":"2026-08-07T00:46:30Z"},{"alias_kind":"arxiv_version","alias_value":"2608.05199v1","created_at":"2026-08-07T00:46:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.05199","created_at":"2026-08-07T00:46:30Z"},{"alias_kind":"pith_short_12","alias_value":"47WICBYCV466","created_at":"2026-08-07T00:46:30Z"},{"alias_kind":"pith_short_16","alias_value":"47WICBYCV4662QMG","created_at":"2026-08-07T00:46:30Z"},{"alias_kind":"pith_short_8","alias_value":"47WICBYC","created_at":"2026-08-07T00:46:30Z"}],"graph_snapshots":[{"event_id":"sha256:d7819aeecd3255f4bd5c9cbd9e58a1c08aa637dc30467695740e3e1cb0247680","target":"graph","created_at":"2026-08-07T00:46:30Z","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/2608.05199/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Autonomous security agents operate as staged pipelines, such as classifying network traffic and then attributing attacks to a specific technique. Split conformal prediction gives each stage finite-sample coverage, but deployment requires a trajectory-level guarantee across the full chain. These guarantees do not compose automatically when stages are independently trained and calibrated. Bonferroni allocation is distribution-free but conservative under correlated errors. We show that a natural pairwise-correlation extension to three or more stages is invalid because it gives a lower rather than","authors_text":"Zhenpeng Li","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-08-04T23:48:36Z","title":"Post-Hoc Trajectory-Risk Certification for Modular LLM-Based Security Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.05199","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:aa9f8b2f53c34ba94bee7178692d0e35aac98c36e4c7e4bdc79585007974910c","target":"record","created_at":"2026-08-07T00:46:30Z","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":"ddb8a02d776dd850c02926acaf3582b6d4ad07651143964a6b03680e38f51d2c","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-08-04T23:48:36Z","title_canon_sha256":"0bf5814c5a4f8340a690413ba1619b656855c12968f6e116ca9faa2510c5857a"},"schema_version":"1.0","source":{"id":"2608.05199","kind":"arxiv","version":1}},"canonical_sha256":"e7ec810702af3ded4186c6740b7ed66e709d5a774158be35bf3c578fa756fab8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e7ec810702af3ded4186c6740b7ed66e709d5a774158be35bf3c578fa756fab8","first_computed_at":"2026-08-07T00:46:30.516586Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-07T00:46:30.516586Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"hHaUJrPXAHUfpOtYFHg17NRGrV9T+cghG00sCmrHwKrVwoBbGB44CNC/ndOo/gTGTKv3ifc2s4IkwPS0X0HqBg==","signature_status":"signed_v1","signed_at":"2026-08-07T00:46:30.517977Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.05199","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:aa9f8b2f53c34ba94bee7178692d0e35aac98c36e4c7e4bdc79585007974910c","sha256:d7819aeecd3255f4bd5c9cbd9e58a1c08aa637dc30467695740e3e1cb0247680"],"state_sha256":"3a583fad4a6c5495e8b1a6ae513531d0788c6ae3464e913bf2e3f396972847ec"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0YxcKrgbIiQjdPS2D36l38CwWilQEpPNIOGCrXyjOaIWpDN52zapUXpFjTyRJrxfhAw2fIgeiDiOC/V6bQarCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-21T07:47:30.168721Z","bundle_sha256":"9b2b34c85ee0baf2708c16a2fd57b10f5e9c7219c661f03850ad502c949f9919"}}