{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:3QNF52DPAKTAEJCMSPMIIXNQAH","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":"74819204b7f781ec55c8217692539ee1f51379b52b15c272d6dd430742d8de1a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-05-09T03:56:32Z","title_canon_sha256":"c6b36d7b467af023b2155471393d1c1cc4b0c678b8b3a4bbcc0581f01c3a59e4"},"schema_version":"1.0","source":{"id":"1905.03434","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1905.03434","created_at":"2026-05-17T23:46:39Z"},{"alias_kind":"arxiv_version","alias_value":"1905.03434v1","created_at":"2026-05-17T23:46:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1905.03434","created_at":"2026-05-17T23:46:39Z"},{"alias_kind":"pith_short_12","alias_value":"3QNF52DPAKTA","created_at":"2026-05-18T12:33:07Z"},{"alias_kind":"pith_short_16","alias_value":"3QNF52DPAKTAEJCM","created_at":"2026-05-18T12:33:07Z"},{"alias_kind":"pith_short_8","alias_value":"3QNF52DP","created_at":"2026-05-18T12:33:07Z"}],"graph_snapshots":[{"event_id":"sha256:490c1151a67428d9c39c6cc83e097e3e3515c45b18f313657eb1591c192b45ea","target":"graph","created_at":"2026-05-17T23:46:39Z","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":"Recently salient object detection has witnessed remarkable improvement owing to the deep convolutional neural networks which can harvest powerful features for images. In particular, state-of-the-art salient object detection methods enjoy high accuracy and efficiency from fully convolutional network (FCN) based frameworks which are trained from end to end and predict pixel-wise labels. However, such framework suffers from adversarial attacks which confuse neural networks via adding quasi-imperceptible noises to input images without changing the ground truth annotated by human subjects. To our k","authors_text":"Guanbin Li, Haofeng Li, Yizhou Yu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-05-09T03:56:32Z","title":"ROSA: Robust Salient Object Detection against Adversarial Attacks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1905.03434","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":"sha256:1b39211c8080b5dda35f37114807ada737af567e9b5e88e4e78f3351fc1817b5","target":"record","created_at":"2026-05-17T23:46:39Z","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":"74819204b7f781ec55c8217692539ee1f51379b52b15c272d6dd430742d8de1a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-05-09T03:56:32Z","title_canon_sha256":"c6b36d7b467af023b2155471393d1c1cc4b0c678b8b3a4bbcc0581f01c3a59e4"},"schema_version":"1.0","source":{"id":"1905.03434","kind":"arxiv","version":1}},"canonical_sha256":"dc1a5ee86f02a602244c93d8845db001ef1db9e47c94570c59e3c2988f4e63f7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dc1a5ee86f02a602244c93d8845db001ef1db9e47c94570c59e3c2988f4e63f7","first_computed_at":"2026-05-17T23:46:39.945378Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:46:39.945378Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KS/MJ555OwT8e3z3LyarD05h0vLMD3iNoP+cDQ/p8pjth6APoGhYp3azmuwoq0hv4FqGNSq7uRpRm0SGrfJVDQ==","signature_status":"signed_v1","signed_at":"2026-05-17T23:46:39.945991Z","signed_message":"canonical_sha256_bytes"},"source_id":"1905.03434","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1b39211c8080b5dda35f37114807ada737af567e9b5e88e4e78f3351fc1817b5","sha256:490c1151a67428d9c39c6cc83e097e3e3515c45b18f313657eb1591c192b45ea"],"state_sha256":"f82eb705b764c4fcb9ccdbe444797ebaa65559cea165152aea9efc8b6677cf1a"}