{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:LZBQIEAOVOKPI5ZMI36OR4GSW3","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":"2dd4d61c960ebaed0faaa52e04ce2b402c5f4498cae7fed381c61d81cd0e4728","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-07T03:58:45Z","title_canon_sha256":"1795ca49da0eb5b33919c82ac6d6b61657f1eceaf481dfa818c1b41280659e1d"},"schema_version":"1.0","source":{"id":"2504.04716","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.04716","created_at":"2026-07-05T10:45:28Z"},{"alias_kind":"arxiv_version","alias_value":"2504.04716v1","created_at":"2026-07-05T10:45:28Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.04716","created_at":"2026-07-05T10:45:28Z"},{"alias_kind":"pith_short_12","alias_value":"LZBQIEAOVOKP","created_at":"2026-07-05T10:45:28Z"},{"alias_kind":"pith_short_16","alias_value":"LZBQIEAOVOKPI5ZM","created_at":"2026-07-05T10:45:28Z"},{"alias_kind":"pith_short_8","alias_value":"LZBQIEAO","created_at":"2026-07-05T10:45:28Z"}],"graph_snapshots":[{"event_id":"sha256:4cc3e3f38b075c7fa91a1fc8b84700e6db838fb419ce36d452c2c1168554fdba","target":"graph","created_at":"2026-07-05T10:45:28Z","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/2504.04716/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Graphical User Interface (GUI) grounding models are crucial for enabling intelligent agents to understand and interact with complex visual interfaces. However, these models face significant robustness challenges in real-world scenarios due to natural noise and adversarial perturbations, and their robustness remains underexplored. In this study, we systematically evaluate the robustness of state-of-the-art GUI grounding models, such as UGround, under three conditions: natural noise, untargeted adversarial attacks, and targeted adversarial attacks. Our experiments, which were conducted across a ","authors_text":"Haoren Zhao, Tianyi Chen, Zhen Wang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-07T03:58:45Z","title":"On the Robustness of GUI Grounding Models Against Image Attacks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.04716","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:c5cdae0021a8b5fe39e31d69ec7e47b2c4a4c8b39563d128796e75e698125a22","target":"record","created_at":"2026-07-05T10:45:28Z","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":"2dd4d61c960ebaed0faaa52e04ce2b402c5f4498cae7fed381c61d81cd0e4728","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-04-07T03:58:45Z","title_canon_sha256":"1795ca49da0eb5b33919c82ac6d6b61657f1eceaf481dfa818c1b41280659e1d"},"schema_version":"1.0","source":{"id":"2504.04716","kind":"arxiv","version":1}},"canonical_sha256":"5e4304100eab94f4772c46fce8f0d2b6f7881cf54b3fc8d519ea48fe93dae2da","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5e4304100eab94f4772c46fce8f0d2b6f7881cf54b3fc8d519ea48fe93dae2da","first_computed_at":"2026-07-05T10:45:28.873007Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:45:28.873007Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"WlXWT8uP2eH4V2xTA26dYxTZ81KO6HPfbRSYmUTOszwcWKDHaWo5LSXH+Xl/dp6o/Kj4mZxy7HbvVbiho3BqAw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:45:28.873487Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.04716","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c5cdae0021a8b5fe39e31d69ec7e47b2c4a4c8b39563d128796e75e698125a22","sha256:4cc3e3f38b075c7fa91a1fc8b84700e6db838fb419ce36d452c2c1168554fdba"],"state_sha256":"f9d5a59ed3d51d7f78831a08dd39c472a456ab03e2af02aaf9eb2afa5a659821"}