{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:EWMWVCGH7ASRWGEE3OC563UKCO","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":"3caa06f76febeb5c85e495bd28d8262fd976a55a7cef48afe607f6c1a8128d0d","cross_cats_sorted":["cs.AI","cs.GR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-10-09T22:20:59Z","title_canon_sha256":"8c41b651e25ccccd23e13cc1969f329a36f805563ce80e1f50215d8edb4638c8"},"schema_version":"1.0","source":{"id":"1710.03337","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1710.03337","created_at":"2026-05-18T00:31:55Z"},{"alias_kind":"arxiv_version","alias_value":"1710.03337v2","created_at":"2026-05-18T00:31:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1710.03337","created_at":"2026-05-18T00:31:55Z"},{"alias_kind":"pith_short_12","alias_value":"EWMWVCGH7ASR","created_at":"2026-05-18T12:31:12Z"},{"alias_kind":"pith_short_16","alias_value":"EWMWVCGH7ASRWGEE","created_at":"2026-05-18T12:31:12Z"},{"alias_kind":"pith_short_8","alias_value":"EWMWVCGH","created_at":"2026-05-18T12:31:12Z"}],"graph_snapshots":[{"event_id":"sha256:4a8758234c973e90d9474815c92b0696d24a06324f3fa8da963ca85b04d8643c","target":"graph","created_at":"2026-05-18T00:31:55Z","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":"An adversarial example is an example that has been adjusted to produce the wrong label when presented to a system at test time. If adversarial examples existed that could fool a detector, they could be used to (for example) wreak havoc on roads populated with smart vehicles. Recently, we described our difficulties creating physical adversarial stop signs that fool a detector. More recently, Evtimov et al. produced a physical adversarial stop sign that fools a proxy model of a detector. In this paper, we show that these physical adversarial stop signs do not fool two standard detectors (YOLO an","authors_text":"David Forsyth, Evan Fabry, Hussein Sibai, Jiajun Lu","cross_cats":["cs.AI","cs.GR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-10-09T22:20:59Z","title":"Standard detectors aren't (currently) fooled by physical adversarial stop signs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1710.03337","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:ae883ca10c28ec3e6cf339862602c07ed560ea15e5df195861aa3037bde6bc1b","target":"record","created_at":"2026-05-18T00:31:55Z","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":"3caa06f76febeb5c85e495bd28d8262fd976a55a7cef48afe607f6c1a8128d0d","cross_cats_sorted":["cs.AI","cs.GR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-10-09T22:20:59Z","title_canon_sha256":"8c41b651e25ccccd23e13cc1969f329a36f805563ce80e1f50215d8edb4638c8"},"schema_version":"1.0","source":{"id":"1710.03337","kind":"arxiv","version":2}},"canonical_sha256":"25996a88c7f8251b1884db85df6e8a138dd0e75106db55caed0a7326263f524b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"25996a88c7f8251b1884db85df6e8a138dd0e75106db55caed0a7326263f524b","first_computed_at":"2026-05-18T00:31:55.648251Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:31:55.648251Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Ns5Zz7djd+ouE5JJE4QMZCOY49FpmXyIh6pp4u+1xRtiFbFi4au1Si3uFtCiaVRGwB4iAACsxiiBUeKDJx9qDA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:31:55.648659Z","signed_message":"canonical_sha256_bytes"},"source_id":"1710.03337","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ae883ca10c28ec3e6cf339862602c07ed560ea15e5df195861aa3037bde6bc1b","sha256:4a8758234c973e90d9474815c92b0696d24a06324f3fa8da963ca85b04d8643c"],"state_sha256":"796c2e785a55b9701c7d874a6cfbc5c29d16a336331828d984322ad05aa48e95"}