{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:LFOPWFHH72GFBGHJ4HTXISBESS","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":"0a5b64f5e410b91e3123adf99d7cdf196bb53c942e778d5e102ca685a5fd08fc","cross_cats_sorted":["cs.CV","eess.IV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2019-06-30T12:42:09Z","title_canon_sha256":"e45a6580e0a07fa8f0019d069671a5c77b3eb80e7fce62ae4bb9ec38714f6e38"},"schema_version":"1.0","source":{"id":"1907.00374","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1907.00374","created_at":"2026-05-17T23:41:51Z"},{"alias_kind":"arxiv_version","alias_value":"1907.00374v1","created_at":"2026-05-17T23:41:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1907.00374","created_at":"2026-05-17T23:41:51Z"},{"alias_kind":"pith_short_12","alias_value":"LFOPWFHH72GF","created_at":"2026-05-18T12:33:21Z"},{"alias_kind":"pith_short_16","alias_value":"LFOPWFHH72GFBGHJ","created_at":"2026-05-18T12:33:21Z"},{"alias_kind":"pith_short_8","alias_value":"LFOPWFHH","created_at":"2026-05-18T12:33:21Z"}],"graph_snapshots":[{"event_id":"sha256:9d4f014c621694757d0e38aa1404833fae00fb2e933d15bc3fb123de9b391b61","target":"graph","created_at":"2026-05-17T23:41:51Z","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"},"paper":{"abstract_excerpt":"The attacks on the neural-network-based classifiers using adversarial images have gained a lot of attention recently. An adversary can purposely generate an image that is indistinguishable from a innocent image for a human being but is incorrectly classified by the neural networks. The adversarial images do not need to be tuned to a particular architecture of the classifier - an image that fools one network can fool another one with a certain success rate.The published works mostly concentrate on the use of modified image files for attacks against the classifiers trained on the model databases","authors_text":"Alexander Kreines, Nir Morgulis, Shachar Mendelowitz, Yuval Weisglass","cross_cats":["cs.CV","eess.IV"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2019-06-30T12:42:09Z","title":"Fooling a Real Car with Adversarial Traffic Signs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1907.00374","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:a59080bb39c0028352646d650189f5b9168270ceb5c708aaf63c573fd278f456","target":"record","created_at":"2026-05-17T23:41:51Z","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":"0a5b64f5e410b91e3123adf99d7cdf196bb53c942e778d5e102ca685a5fd08fc","cross_cats_sorted":["cs.CV","eess.IV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2019-06-30T12:42:09Z","title_canon_sha256":"e45a6580e0a07fa8f0019d069671a5c77b3eb80e7fce62ae4bb9ec38714f6e38"},"schema_version":"1.0","source":{"id":"1907.00374","kind":"arxiv","version":1}},"canonical_sha256":"595cfb14e7fe8c5098e9e1e77448249496341d15f542013aaaa89820aa4b4300","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"595cfb14e7fe8c5098e9e1e77448249496341d15f542013aaaa89820aa4b4300","first_computed_at":"2026-05-17T23:41:51.947101Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:41:51.947101Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/3X8iHr7KMrskq7isCuHM2tlJdkOyJgYzK8+9pl3Xd3j+c16A1K9LNyY94PZaE5EsYEh4gOKdyRpe/h3Ug1YAQ==","signature_status":"signed_v1","signed_at":"2026-05-17T23:41:51.950194Z","signed_message":"canonical_sha256_bytes"},"source_id":"1907.00374","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a59080bb39c0028352646d650189f5b9168270ceb5c708aaf63c573fd278f456","sha256:9d4f014c621694757d0e38aa1404833fae00fb2e933d15bc3fb123de9b391b61"],"state_sha256":"623bcfce12fc833a182b540029c8456c04a4fad0a863bde8f7dccc427723f9b1"}