{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:HZ3FKIMZ7F7VWZ6BINAEVNGY2N","short_pith_number":"pith:HZ3FKIMZ","canonical_record":{"source":{"id":"2605.26539","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-05-25T11:24:56Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"9ae768792cbe4dd5bee610951f28a88aa7ece7b45cbc6343cc509ae1f59b2d66","abstract_canon_sha256":"3256cdd814a421d7faea7b787d04c38a0e7e38fdeb0d0da48cb3b69c8583c0b3"},"schema_version":"1.0"},"canonical_sha256":"3e76552199f97f5b67c143404ab4d8d3677a1c1b6f3c2dc86dfd1d28d0140425","source":{"kind":"arxiv","id":"2605.26539","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.26539","created_at":"2026-05-27T01:05:25Z"},{"alias_kind":"arxiv_version","alias_value":"2605.26539v1","created_at":"2026-05-27T01:05:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.26539","created_at":"2026-05-27T01:05:25Z"},{"alias_kind":"pith_short_12","alias_value":"HZ3FKIMZ7F7V","created_at":"2026-05-27T01:05:25Z"},{"alias_kind":"pith_short_16","alias_value":"HZ3FKIMZ7F7VWZ6B","created_at":"2026-05-27T01:05:25Z"},{"alias_kind":"pith_short_8","alias_value":"HZ3FKIMZ","created_at":"2026-05-27T01:05:25Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:HZ3FKIMZ7F7VWZ6BINAEVNGY2N","target":"record","payload":{"canonical_record":{"source":{"id":"2605.26539","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-05-25T11:24:56Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"9ae768792cbe4dd5bee610951f28a88aa7ece7b45cbc6343cc509ae1f59b2d66","abstract_canon_sha256":"3256cdd814a421d7faea7b787d04c38a0e7e38fdeb0d0da48cb3b69c8583c0b3"},"schema_version":"1.0"},"canonical_sha256":"3e76552199f97f5b67c143404ab4d8d3677a1c1b6f3c2dc86dfd1d28d0140425","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-27T01:05:25.643633Z","signature_b64":"rVwWP0f1Pe71ACz5HyU5nWGoV3Oal0mYxJP4Q2dcLmANvgAVgQYGne3SOza49UfEay0PMtDmuxWbsx5Kf76eCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3e76552199f97f5b67c143404ab4d8d3677a1c1b6f3c2dc86dfd1d28d0140425","last_reissued_at":"2026-05-27T01:05:25.643110Z","signature_status":"signed_v1","first_computed_at":"2026-05-27T01:05:25.643110Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2605.26539","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":"2026-05-27T01:05:25Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ve0BFXwodMtZGyaoYKcC6TA8tSAO4bAVeUriMAzv5a2pgxHNeaJFTF62NqKTTDUWNzIkkYH3BVtPpAiC2oUsCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-04T09:49:27.922606Z"},"content_sha256":"df4ab9043c82fcb478f951a858216d1e9652ee6aaf28b31112f2fb16282afbb7","schema_version":"1.0","event_id":"sha256:df4ab9043c82fcb478f951a858216d1e9652ee6aaf28b31112f2fb16282afbb7"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:HZ3FKIMZ7F7VWZ6BINAEVNGY2N","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"FuzzPilot: Plateau-Triggered Recipe Validation for Structured Text Fuzzing","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CR"],"primary_cat":"cs.SE","authors_text":"Zhiyi Yao (Qingdao University of Technology)","submitted_at":"2026-05-25T11:24:56Z","abstract_excerpt":"FuzzPilot is a controller for AFL++ that moves expensive reasoning out of the mutation hot path. When coverage plateaus, it snapshots the corpus, prepares candidate mutation recipes, evaluates them in short isolated AFL++ micro-campaigns, and promotes only recipes with positive validation reward. Recipes are JSON data, not generated code: a native custom mutator consumes operator weights, byte ranges, corpus-selection rules, and dictionary tokens. Candidate recipes can come from local rules or from a language-model agent, with Ghidra-derived constants and decompiled context as target hints. Th"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.26539","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/2605.26539/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":"2026-05-27T01:05:25Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Le3V+5huBwfEuhEU8lloFF5q5daeFqkhirj64ASJnXSZ7PsINQqC+yG40sl8rw6DxnzPBiV00RS/qBfcogNbAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-04T09:49:27.922984Z"},"content_sha256":"d1940ab8771a9c4cf31fdc0e34b6a2386db8011f2763265f346986674cfe6bc4","schema_version":"1.0","event_id":"sha256:d1940ab8771a9c4cf31fdc0e34b6a2386db8011f2763265f346986674cfe6bc4"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/HZ3FKIMZ7F7VWZ6BINAEVNGY2N/bundle.json","state_url":"https://pith.science/pith/HZ3FKIMZ7F7VWZ6BINAEVNGY2N/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/HZ3FKIMZ7F7VWZ6BINAEVNGY2N/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":"2026-07-04T09:49:27Z","links":{"resolver":"https://pith.science/pith/HZ3FKIMZ7F7VWZ6BINAEVNGY2N","bundle":"https://pith.science/pith/HZ3FKIMZ7F7VWZ6BINAEVNGY2N/bundle.json","state":"https://pith.science/pith/HZ3FKIMZ7F7VWZ6BINAEVNGY2N/state.json","well_known_bundle":"https://pith.science/.well-known/pith/HZ3FKIMZ7F7VWZ6BINAEVNGY2N/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:HZ3FKIMZ7F7VWZ6BINAEVNGY2N","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":"3256cdd814a421d7faea7b787d04c38a0e7e38fdeb0d0da48cb3b69c8583c0b3","cross_cats_sorted":["cs.CR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-05-25T11:24:56Z","title_canon_sha256":"9ae768792cbe4dd5bee610951f28a88aa7ece7b45cbc6343cc509ae1f59b2d66"},"schema_version":"1.0","source":{"id":"2605.26539","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.26539","created_at":"2026-05-27T01:05:25Z"},{"alias_kind":"arxiv_version","alias_value":"2605.26539v1","created_at":"2026-05-27T01:05:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.26539","created_at":"2026-05-27T01:05:25Z"},{"alias_kind":"pith_short_12","alias_value":"HZ3FKIMZ7F7V","created_at":"2026-05-27T01:05:25Z"},{"alias_kind":"pith_short_16","alias_value":"HZ3FKIMZ7F7VWZ6B","created_at":"2026-05-27T01:05:25Z"},{"alias_kind":"pith_short_8","alias_value":"HZ3FKIMZ","created_at":"2026-05-27T01:05:25Z"}],"graph_snapshots":[{"event_id":"sha256:d1940ab8771a9c4cf31fdc0e34b6a2386db8011f2763265f346986674cfe6bc4","target":"graph","created_at":"2026-05-27T01:05:25Z","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/2605.26539/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"FuzzPilot is a controller for AFL++ that moves expensive reasoning out of the mutation hot path. When coverage plateaus, it snapshots the corpus, prepares candidate mutation recipes, evaluates them in short isolated AFL++ micro-campaigns, and promotes only recipes with positive validation reward. Recipes are JSON data, not generated code: a native custom mutator consumes operator weights, byte ranges, corpus-selection rules, and dictionary tokens. Candidate recipes can come from local rules or from a language-model agent, with Ghidra-derived constants and decompiled context as target hints. Th","authors_text":"Zhiyi Yao (Qingdao University of Technology)","cross_cats":["cs.CR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-05-25T11:24:56Z","title":"FuzzPilot: Plateau-Triggered Recipe Validation for Structured Text Fuzzing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.26539","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:df4ab9043c82fcb478f951a858216d1e9652ee6aaf28b31112f2fb16282afbb7","target":"record","created_at":"2026-05-27T01:05:25Z","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":"3256cdd814a421d7faea7b787d04c38a0e7e38fdeb0d0da48cb3b69c8583c0b3","cross_cats_sorted":["cs.CR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-05-25T11:24:56Z","title_canon_sha256":"9ae768792cbe4dd5bee610951f28a88aa7ece7b45cbc6343cc509ae1f59b2d66"},"schema_version":"1.0","source":{"id":"2605.26539","kind":"arxiv","version":1}},"canonical_sha256":"3e76552199f97f5b67c143404ab4d8d3677a1c1b6f3c2dc86dfd1d28d0140425","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3e76552199f97f5b67c143404ab4d8d3677a1c1b6f3c2dc86dfd1d28d0140425","first_computed_at":"2026-05-27T01:05:25.643110Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-27T01:05:25.643110Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"rVwWP0f1Pe71ACz5HyU5nWGoV3Oal0mYxJP4Q2dcLmANvgAVgQYGne3SOza49UfEay0PMtDmuxWbsx5Kf76eCA==","signature_status":"signed_v1","signed_at":"2026-05-27T01:05:25.643633Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.26539","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:df4ab9043c82fcb478f951a858216d1e9652ee6aaf28b31112f2fb16282afbb7","sha256:d1940ab8771a9c4cf31fdc0e34b6a2386db8011f2763265f346986674cfe6bc4"],"state_sha256":"439d004c7dbe6ffd6b11b39109356a28e749e7c10d1e68ea266b105a08d90f65"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"f6NHIEXSCY0K+ky6+/4IXq4hIHKOS1YQdSjtxolCOH3iTtNuCHoAE6TwvWNiqVvWhfWwgQXdh7OWQdG3U9cYDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-04T09:49:27.924989Z","bundle_sha256":"e30c2b33af26e601a58d441e61b7c5a03bc79a325ca0aca777c48a01712e2b85"}}