{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:6LFWVNPK7SX3Q5G22A6FTCAFTZ","short_pith_number":"pith:6LFWVNPK","canonical_record":{"source":{"id":"2608.00566","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-08-01T10:03:14Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"7e96f346b65c50fbc9b39f147d5c398f97a841c820eca6f15aa58cef30c27a97","abstract_canon_sha256":"89d89f3c5f1d09c6fd7d560fc7af78dfd6382e1c954c7af855a303222b7c2b51"},"schema_version":"1.0"},"canonical_sha256":"f2cb6ab5eafcafb874dad03c5988059e46b20078c3485a55cbd80780838ef5d9","source":{"kind":"arxiv","id":"2608.00566","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.00566","created_at":"2026-08-04T00:37:26Z"},{"alias_kind":"arxiv_version","alias_value":"2608.00566v1","created_at":"2026-08-04T00:37:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.00566","created_at":"2026-08-04T00:37:26Z"},{"alias_kind":"pith_short_12","alias_value":"6LFWVNPK7SX3","created_at":"2026-08-04T00:37:26Z"},{"alias_kind":"pith_short_16","alias_value":"6LFWVNPK7SX3Q5G2","created_at":"2026-08-04T00:37:26Z"},{"alias_kind":"pith_short_8","alias_value":"6LFWVNPK","created_at":"2026-08-04T00:37:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:6LFWVNPK7SX3Q5G22A6FTCAFTZ","target":"record","payload":{"canonical_record":{"source":{"id":"2608.00566","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-08-01T10:03:14Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"7e96f346b65c50fbc9b39f147d5c398f97a841c820eca6f15aa58cef30c27a97","abstract_canon_sha256":"89d89f3c5f1d09c6fd7d560fc7af78dfd6382e1c954c7af855a303222b7c2b51"},"schema_version":"1.0"},"canonical_sha256":"f2cb6ab5eafcafb874dad03c5988059e46b20078c3485a55cbd80780838ef5d9","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-04T00:37:26.935494Z","signature_b64":"qakB+6/JTvC7aNykwF8qwUG4chfRDEYRCvKhGrb6qH/tG9JwylKiWDQzaCPFQT4DLfy59DsHj8jZ1/U7S43rBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f2cb6ab5eafcafb874dad03c5988059e46b20078c3485a55cbd80780838ef5d9","last_reissued_at":"2026-08-04T00:37:26.933966Z","signature_status":"signed_v1","first_computed_at":"2026-08-04T00:37:26.933966Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.00566","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":"2026-08-04T00:37:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"2j9bzzqHipPbvOW/v7Wo7BDPltgIacFJxzmE0HP50JkP8EwG0Lx4czY+ErI4Gxj1bGf9+l2zfDJBy44k3jQcAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T07:38:14.403682Z"},"content_sha256":"2df34fc4180ee73c96a5c4cb1d15ff5971e3d8ddd4a8b4a65e9fd8a8479931f4","schema_version":"1.0","event_id":"sha256:2df34fc4180ee73c96a5c4cb1d15ff5971e3d8ddd4a8b4a65e9fd8a8479931f4"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:6LFWVNPK7SX3Q5G22A6FTCAFTZ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Crushing the Evidence: A Dual-Penalty Evasion Framework for Fooling White-Box Explainable AI Auditors","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.LG","authors_text":"Harsh Kasyap, Niraj Kumar","submitted_at":"2026-08-01T10:03:14Z","abstract_excerpt":"Post-hoc model explainers such as LIME, SHAP, and Integrated Gradients are widely deployed to audit models in high-stakes sensitive domains, including finance, healthcare, and social welfare. This ensures the model's transparency and acceptability. However, a few studies have examined potential attacks in the explainability pipeline. Adversaries can attempt to conceal algorithmic biases or backdoors using adversarial explanation attacks. These attacks have relied on scaffolding out-of-distribution (OOD) detectors that toggle predictions when queried by an explainer. Consequently, defenses have"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.00566","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/2608.00566/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":"2026-08-04T00:37:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KUTZ9qXgS/ToBXY2DBx5NOxN6N2W+s0Uf34FbJ02WXVURJBoI5MblC6XkEIZalaf0U8sfWoDBmIXibEfQNyLDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T07:38:14.404727Z"},"content_sha256":"b654f559a7036d6f2d167282a9eb464ccb13c54dcca43a9dbf7a8d2fcbcc1f75","schema_version":"1.0","event_id":"sha256:b654f559a7036d6f2d167282a9eb464ccb13c54dcca43a9dbf7a8d2fcbcc1f75"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6LFWVNPK7SX3Q5G22A6FTCAFTZ/bundle.json","state_url":"https://pith.science/pith/6LFWVNPK7SX3Q5G22A6FTCAFTZ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6LFWVNPK7SX3Q5G22A6FTCAFTZ/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":"2026-08-05T07:38:14Z","links":{"resolver":"https://pith.science/pith/6LFWVNPK7SX3Q5G22A6FTCAFTZ","bundle":"https://pith.science/pith/6LFWVNPK7SX3Q5G22A6FTCAFTZ/bundle.json","state":"https://pith.science/pith/6LFWVNPK7SX3Q5G22A6FTCAFTZ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6LFWVNPK7SX3Q5G22A6FTCAFTZ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:6LFWVNPK7SX3Q5G22A6FTCAFTZ","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":"89d89f3c5f1d09c6fd7d560fc7af78dfd6382e1c954c7af855a303222b7c2b51","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-08-01T10:03:14Z","title_canon_sha256":"7e96f346b65c50fbc9b39f147d5c398f97a841c820eca6f15aa58cef30c27a97"},"schema_version":"1.0","source":{"id":"2608.00566","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.00566","created_at":"2026-08-04T00:37:26Z"},{"alias_kind":"arxiv_version","alias_value":"2608.00566v1","created_at":"2026-08-04T00:37:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.00566","created_at":"2026-08-04T00:37:26Z"},{"alias_kind":"pith_short_12","alias_value":"6LFWVNPK7SX3","created_at":"2026-08-04T00:37:26Z"},{"alias_kind":"pith_short_16","alias_value":"6LFWVNPK7SX3Q5G2","created_at":"2026-08-04T00:37:26Z"},{"alias_kind":"pith_short_8","alias_value":"6LFWVNPK","created_at":"2026-08-04T00:37:26Z"}],"graph_snapshots":[{"event_id":"sha256:b654f559a7036d6f2d167282a9eb464ccb13c54dcca43a9dbf7a8d2fcbcc1f75","target":"graph","created_at":"2026-08-04T00:37:26Z","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/2608.00566/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Post-hoc model explainers such as LIME, SHAP, and Integrated Gradients are widely deployed to audit models in high-stakes sensitive domains, including finance, healthcare, and social welfare. This ensures the model's transparency and acceptability. However, a few studies have examined potential attacks in the explainability pipeline. Adversaries can attempt to conceal algorithmic biases or backdoors using adversarial explanation attacks. These attacks have relied on scaffolding out-of-distribution (OOD) detectors that toggle predictions when queried by an explainer. Consequently, defenses have","authors_text":"Harsh Kasyap, Niraj Kumar","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-08-01T10:03:14Z","title":"Crushing the Evidence: A Dual-Penalty Evasion Framework for Fooling White-Box Explainable AI Auditors"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.00566","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":"sha256:2df34fc4180ee73c96a5c4cb1d15ff5971e3d8ddd4a8b4a65e9fd8a8479931f4","target":"record","created_at":"2026-08-04T00:37:26Z","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":"89d89f3c5f1d09c6fd7d560fc7af78dfd6382e1c954c7af855a303222b7c2b51","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-08-01T10:03:14Z","title_canon_sha256":"7e96f346b65c50fbc9b39f147d5c398f97a841c820eca6f15aa58cef30c27a97"},"schema_version":"1.0","source":{"id":"2608.00566","kind":"arxiv","version":1}},"canonical_sha256":"f2cb6ab5eafcafb874dad03c5988059e46b20078c3485a55cbd80780838ef5d9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f2cb6ab5eafcafb874dad03c5988059e46b20078c3485a55cbd80780838ef5d9","first_computed_at":"2026-08-04T00:37:26.933966Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-04T00:37:26.933966Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qakB+6/JTvC7aNykwF8qwUG4chfRDEYRCvKhGrb6qH/tG9JwylKiWDQzaCPFQT4DLfy59DsHj8jZ1/U7S43rBA==","signature_status":"signed_v1","signed_at":"2026-08-04T00:37:26.935494Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.00566","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2df34fc4180ee73c96a5c4cb1d15ff5971e3d8ddd4a8b4a65e9fd8a8479931f4","sha256:b654f559a7036d6f2d167282a9eb464ccb13c54dcca43a9dbf7a8d2fcbcc1f75"],"state_sha256":"42dd957842b8146f453f7696d138ce086fb515a719684d9180ab8d1019306a41"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4EUhSQZX6FYcHWqIY3bxK1tDytImktUi8Ik6wAsLegelIlGAouCEF6EoumONZklqgrD0BsuPADjtv4pQnP0eBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T07:38:14.411413Z","bundle_sha256":"bc57c5c9dd2ffa5ad3994804cba0b81e33b926741f44bd6e051f98fd9b54ce37"}}