{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:PZH5HN77FFNRSPN67LQPBEKJ3E","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":"111ff02589f344ca1be8c1a23428b5f96c3c9b0e6fc361cdb2756d5f75b38697","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2016-09-12T10:15:32Z","title_canon_sha256":"4f12a1579aa3072b1d6aafe5bd13c7505fb98f6c47fd4fc4375d8563c0f3fa62"},"schema_version":"1.0","source":{"id":"1611.03343","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1611.03343","created_at":"2026-05-18T00:59:40Z"},{"alias_kind":"arxiv_version","alias_value":"1611.03343v1","created_at":"2026-05-18T00:59:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1611.03343","created_at":"2026-05-18T00:59:40Z"},{"alias_kind":"pith_short_12","alias_value":"PZH5HN77FFNR","created_at":"2026-05-18T12:30:39Z"},{"alias_kind":"pith_short_16","alias_value":"PZH5HN77FFNRSPN6","created_at":"2026-05-18T12:30:39Z"},{"alias_kind":"pith_short_8","alias_value":"PZH5HN77","created_at":"2026-05-18T12:30:39Z"}],"graph_snapshots":[{"event_id":"sha256:26321ba278137d4d198c676febc63907498cd108032a0dffe3b5c05471a90a2d","target":"graph","created_at":"2026-05-18T00:59:40Z","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":"In order to address the increasing compromise of user privacy on mobile devices, a Fuzzy Logic based implicit authentication scheme is proposed in this paper. The proposed scheme computes an aggregate score based on selected features and a threshold in real-time based on current and historic data depicting user routine. The tuned fuzzy system is then applied to the aggregated score and the threshold to determine the trust level of the current user. The proposed fuzzy-integrated implicit authentication scheme is designed to: operate adaptively and completely in the background, require minimal t","authors_text":"BooJoong Kang, Feng Yao, Sakir Sezer, Suleiman Y. Yerima","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2016-09-12T10:15:32Z","title":"Fuzzy Logic-based Implicit Authentication for Mobile Access Control"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1611.03343","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":"sha256:2fdc2ffff9f230debd6a0c73339cf9ba49e10412b3bea5862f42d6869a317273","target":"record","created_at":"2026-05-18T00:59:40Z","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":"111ff02589f344ca1be8c1a23428b5f96c3c9b0e6fc361cdb2756d5f75b38697","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2016-09-12T10:15:32Z","title_canon_sha256":"4f12a1579aa3072b1d6aafe5bd13c7505fb98f6c47fd4fc4375d8563c0f3fa62"},"schema_version":"1.0","source":{"id":"1611.03343","kind":"arxiv","version":1}},"canonical_sha256":"7e4fd3b7ff295b193dbefae0f09149d92ae808b66d371674a680bfed9042c7bc","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7e4fd3b7ff295b193dbefae0f09149d92ae808b66d371674a680bfed9042c7bc","first_computed_at":"2026-05-18T00:59:40.524930Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:59:40.524930Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vIsRZp0RRm98SDq2x1w+WKXjFW87HUN2MbgGRIy+VLRMekeBueY4+XOOlhlrg2gwUKzwsq1VDw/wSoFmMHsHAQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:59:40.525689Z","signed_message":"canonical_sha256_bytes"},"source_id":"1611.03343","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2fdc2ffff9f230debd6a0c73339cf9ba49e10412b3bea5862f42d6869a317273","sha256:26321ba278137d4d198c676febc63907498cd108032a0dffe3b5c05471a90a2d"],"state_sha256":"2ed375f6df99a9f8398d8b8f72006ded0886010ed7c7abda885e39d74daf92f4"}