{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:VNOBOUMU4AWEP2FH64F6BGAWES","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":"3f3d5bb058decb05daba64598d539ed2b612c0c6d941df27f90a9d59cccceccc","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-03-28T05:20:46Z","title_canon_sha256":"3731e80cc5d401b167fa9e491993d406854a3af8a34a630c7a9658f4b6c66e69"},"schema_version":"1.0","source":{"id":"1803.10418","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1803.10418","created_at":"2026-05-18T00:19:40Z"},{"alias_kind":"arxiv_version","alias_value":"1803.10418v2","created_at":"2026-05-18T00:19:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1803.10418","created_at":"2026-05-18T00:19:40Z"},{"alias_kind":"pith_short_12","alias_value":"VNOBOUMU4AWE","created_at":"2026-05-18T12:32:59Z"},{"alias_kind":"pith_short_16","alias_value":"VNOBOUMU4AWEP2FH","created_at":"2026-05-18T12:32:59Z"},{"alias_kind":"pith_short_8","alias_value":"VNOBOUMU","created_at":"2026-05-18T12:32:59Z"}],"graph_snapshots":[{"event_id":"sha256:9ac6cfdf60a46d2d41ce9d1dc3b8e711c066a315c7466830a09d41d52ad722f8","target":"graph","created_at":"2026-05-18T00:19:40Z","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":"Adversarial examples are known to have a negative effect on the performance of classifiers which have otherwise good performance on undisturbed images. These examples are generated by adding non-random noise to the testing samples in order to make classifier misclassify the given data. Adversarial attacks use these intentionally generated examples and they pose a security risk to the machine learning based systems. To be immune to such attacks, it is desirable to have a pre-processing mechanism which removes these effects causing misclassification while keeping the content of the image. JPEG a","authors_text":"Alptekin Temizel, Ayse Elvan Aydemir, Tugba Taskaya Temizel","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-03-28T05:20:46Z","title":"The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1803.10418","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:c329179f39a71369a4589eaeefc6798ce84a835e4a2f0d8e3c3075f219d78513","target":"record","created_at":"2026-05-18T00:19:40Z","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":"3f3d5bb058decb05daba64598d539ed2b612c0c6d941df27f90a9d59cccceccc","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-03-28T05:20:46Z","title_canon_sha256":"3731e80cc5d401b167fa9e491993d406854a3af8a34a630c7a9658f4b6c66e69"},"schema_version":"1.0","source":{"id":"1803.10418","kind":"arxiv","version":2}},"canonical_sha256":"ab5c175194e02c47e8a7f70be09816249936132a1488fb178b489d09d21039f4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ab5c175194e02c47e8a7f70be09816249936132a1488fb178b489d09d21039f4","first_computed_at":"2026-05-18T00:19:40.873749Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:19:40.873749Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7RLwN8+B2p1XiXXCNdTTu3Q0PkzncsyIvoDO4bP1/tNQK6w8LZxaWetzNszFgT8VRXZceLYVyEq9SOafmrjvDw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:19:40.874303Z","signed_message":"canonical_sha256_bytes"},"source_id":"1803.10418","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c329179f39a71369a4589eaeefc6798ce84a835e4a2f0d8e3c3075f219d78513","sha256:9ac6cfdf60a46d2d41ce9d1dc3b8e711c066a315c7466830a09d41d52ad722f8"],"state_sha256":"5a388ced410dcd8f455bd89e679dcb3b232806602d1ef2ae550acc596b1734f5"}