{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:SS7WK56YAW7QYSY5LSTND3C2SY","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":"2991692d687f9c5ee844796cba8346e00acf873f7115479f6e9b1f362a990911","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-09-08T15:39:17Z","title_canon_sha256":"4ba6eaf8fd5e11f97baca15666796e510d9a3cd9bc96cab3cb837d73542fec34"},"schema_version":"1.0","source":{"id":"2509.06807","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2509.06807","created_at":"2026-07-05T12:06:53Z"},{"alias_kind":"arxiv_version","alias_value":"2509.06807v1","created_at":"2026-07-05T12:06:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2509.06807","created_at":"2026-07-05T12:06:53Z"},{"alias_kind":"pith_short_12","alias_value":"SS7WK56YAW7Q","created_at":"2026-07-05T12:06:53Z"},{"alias_kind":"pith_short_16","alias_value":"SS7WK56YAW7QYSY5","created_at":"2026-07-05T12:06:53Z"},{"alias_kind":"pith_short_8","alias_value":"SS7WK56Y","created_at":"2026-07-05T12:06:53Z"}],"graph_snapshots":[{"event_id":"sha256:d8dfe0b742148770e049bb628870a2c7df857f2785fbf623104a6606b28b706e","target":"graph","created_at":"2026-07-05T12:06:53Z","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/2509.06807/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As Large Language Models (LLMs) increasingly permeate human life, their security has emerged as a critical concern, particularly their ability to maintain harmless responses to malicious instructions. Although extensive methods have improved LLMs' security, they often lead to conservative, rejection-oriented responses that compromise practical usability. This presents a key challenge: how to advance the Pareto frontier between LLMs' usability and security, rather than necessitate a trade-off between them. To address this, we propose the MoGU framework, in which the intra-layer router dynamical","authors_text":"Bing Qin, Fenglei Fan, Jiawei Cao, Sendong Zhao, Ting Liu, Yanrui Du","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-09-08T15:39:17Z","title":"MoGU V2: Toward a Higher Pareto Frontier Between Model Usability and Security"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2509.06807","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:b9c7db61290e0d50ba9111a23db70f4e9c3b71c30706ae49b8e9318b26f3e6bd","target":"record","created_at":"2026-07-05T12:06:53Z","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":"2991692d687f9c5ee844796cba8346e00acf873f7115479f6e9b1f362a990911","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-09-08T15:39:17Z","title_canon_sha256":"4ba6eaf8fd5e11f97baca15666796e510d9a3cd9bc96cab3cb837d73542fec34"},"schema_version":"1.0","source":{"id":"2509.06807","kind":"arxiv","version":1}},"canonical_sha256":"94bf6577d805bf0c4b1d5ca6d1ec5a960f6fb14b7d4a08bed4c5e4bb2e960928","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"94bf6577d805bf0c4b1d5ca6d1ec5a960f6fb14b7d4a08bed4c5e4bb2e960928","first_computed_at":"2026-07-05T12:06:53.363351Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T12:06:53.363351Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"dDWC1/Y9lR5YpfdtlsZAxFSFEKp5v2DCUGMs2yHoqRbrf7iSpPsCvpPauwgz7jJyk3owpvDcf30ZrmlQv/0IAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T12:06:53.363806Z","signed_message":"canonical_sha256_bytes"},"source_id":"2509.06807","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b9c7db61290e0d50ba9111a23db70f4e9c3b71c30706ae49b8e9318b26f3e6bd","sha256:d8dfe0b742148770e049bb628870a2c7df857f2785fbf623104a6606b28b706e"],"state_sha256":"8d1d1a313e5b17e8c63871d5fc7381725e3054a8a20ee75ff5b63fd94602d9a1"}