{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:735QQ73F2QRRE2W4FEGDQHZKQO","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":"cc322fe5d6cb57d466735b9b8ce757286eb9b4b13bd3191dbe0c91b37016c8c7","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-08-08T01:55:44Z","title_canon_sha256":"2e6ce4a388ac770976fd60589e53e18f226e956eb1da9ac9c68f83630471579f"},"schema_version":"1.0","source":{"id":"2308.03979","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2308.03979","created_at":"2026-07-05T06:39:20Z"},{"alias_kind":"arxiv_version","alias_value":"2308.03979v1","created_at":"2026-07-05T06:39:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2308.03979","created_at":"2026-07-05T06:39:20Z"},{"alias_kind":"pith_short_12","alias_value":"735QQ73F2QRR","created_at":"2026-07-05T06:39:20Z"},{"alias_kind":"pith_short_16","alias_value":"735QQ73F2QRRE2W4","created_at":"2026-07-05T06:39:20Z"},{"alias_kind":"pith_short_8","alias_value":"735QQ73F","created_at":"2026-07-05T06:39:20Z"}],"graph_snapshots":[{"event_id":"sha256:b6beb0490280ae9cfb0e2793e379852eb26e3784d28952fad667e231bec6e6db","target":"graph","created_at":"2026-07-05T06:39:20Z","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/2308.03979/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Infrared and visible image fusion is a powerful technique that combines complementary information from different modalities for downstream semantic perception tasks. Existing learning-based methods show remarkable performance, but are suffering from the inherent vulnerability of adversarial attacks, causing a significant decrease in accuracy. In this work, a perception-aware fusion framework is proposed to promote segmentation robustness in adversarial scenes. We first conduct systematic analyses about the components of image fusion, investigating the correlation with segmentation robustness u","authors_text":"Benzhuang Zhang, Jinyuan Liu, Long Ma, Risheng Liu, Xin Fan, Zhu Liu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-08-08T01:55:44Z","title":"PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2308.03979","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":"sha256:211101343095b4a65c0eb8635378c289a47fa43665927fbd1915abeaa40d7a5b","target":"record","created_at":"2026-07-05T06:39:20Z","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":"cc322fe5d6cb57d466735b9b8ce757286eb9b4b13bd3191dbe0c91b37016c8c7","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-08-08T01:55:44Z","title_canon_sha256":"2e6ce4a388ac770976fd60589e53e18f226e956eb1da9ac9c68f83630471579f"},"schema_version":"1.0","source":{"id":"2308.03979","kind":"arxiv","version":1}},"canonical_sha256":"fefb087f65d423126adc290c381f2a83af22a8f0bb95e56f5bda06796e6e8520","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fefb087f65d423126adc290c381f2a83af22a8f0bb95e56f5bda06796e6e8520","first_computed_at":"2026-07-05T06:39:20.388940Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:39:20.388940Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"wJV1zvX7MvCReGGSbBbJAX8pIYIbLSRIrbZ+jtKHqPQCLjk8aTd0d3xgzluvWqRQa6lJ/nBHyKYlc+/Avq7rBw==","signature_status":"signed_v1","signed_at":"2026-07-05T06:39:20.389354Z","signed_message":"canonical_sha256_bytes"},"source_id":"2308.03979","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:211101343095b4a65c0eb8635378c289a47fa43665927fbd1915abeaa40d7a5b","sha256:b6beb0490280ae9cfb0e2793e379852eb26e3784d28952fad667e231bec6e6db"],"state_sha256":"ed6fe2f61907523e309f9a06cc59e508606be61de33c1f006c33fe7bef93c935"}