{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:Y7LNLCNB5OPOSVPGPQOO6LEQHK","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":"857c1cd0c29b48f0ea29e981c9ea825a42fd8b0b6efdeba82c3640c7108bae9d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.ET","submitted_at":"2023-04-26T13:07:15Z","title_canon_sha256":"42d8ca2f35bf4f9cc5a0662e81545f6bcbeca14fd94683c314fc4ca84b294ad4"},"schema_version":"1.0","source":{"id":"2304.13531","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2304.13531","created_at":"2026-07-05T06:05:35Z"},{"alias_kind":"arxiv_version","alias_value":"2304.13531v2","created_at":"2026-07-05T06:05:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2304.13531","created_at":"2026-07-05T06:05:35Z"},{"alias_kind":"pith_short_12","alias_value":"Y7LNLCNB5OPO","created_at":"2026-07-05T06:05:35Z"},{"alias_kind":"pith_short_16","alias_value":"Y7LNLCNB5OPOSVPG","created_at":"2026-07-05T06:05:35Z"},{"alias_kind":"pith_short_8","alias_value":"Y7LNLCNB","created_at":"2026-07-05T06:05:35Z"}],"graph_snapshots":[{"event_id":"sha256:77579b27fabafe7fe7d7cfda582d3e73cce298550475cd726e6a702815032cba","target":"graph","created_at":"2026-07-05T06:05:35Z","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/2304.13531/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper proposes an architecture that integrates neural networks (NNs) and hardware security modules using a single resistive random access memory (RRAM) crossbar. The proposed architecture enables using a single crossbar to implement NN, true random number generator (TRNG), and physical unclonable function (PUF) applications while exploiting the multi-state storage characteristic of the RRAM crossbar for the vector-matrix multiplication operation required for the implementation of NN. The TRNG is implemented by utilizing the crossbar's variation in device switching thresholds to generate r","authors_text":"Anupam Chattopadhyay, Farhad Merchant, Furqan Zahoor, Gokulnath Rajendran, Sachin Patkar, Simranjeet Singh, Vikas Rana","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.ET","submitted_at":"2023-04-26T13:07:15Z","title":"Integrated Architecture for Neural Networks and Security Primitives using RRAM Crossbar"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2304.13531","kind":"arxiv","version":2},"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:c2cf3e90b6f8e8c91cd0ed7970d33025875e48e890a32154c38d7d115eabfc3f","target":"record","created_at":"2026-07-05T06:05:35Z","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":"857c1cd0c29b48f0ea29e981c9ea825a42fd8b0b6efdeba82c3640c7108bae9d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.ET","submitted_at":"2023-04-26T13:07:15Z","title_canon_sha256":"42d8ca2f35bf4f9cc5a0662e81545f6bcbeca14fd94683c314fc4ca84b294ad4"},"schema_version":"1.0","source":{"id":"2304.13531","kind":"arxiv","version":2}},"canonical_sha256":"c7d6d589a1eb9ee955e67c1cef2c903a9667510cd7d17de1f63ff286a39e48b5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c7d6d589a1eb9ee955e67c1cef2c903a9667510cd7d17de1f63ff286a39e48b5","first_computed_at":"2026-07-05T06:05:35.985488Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:05:35.985488Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"NcLuQu3mFEvhgDUIph7WYeivMIf0/fd5FVBSJYnwuuwiJR8wtC0J8L0ogMcuoHF5DRd9Yo+QHMcQuySw6pl2BA==","signature_status":"signed_v1","signed_at":"2026-07-05T06:05:35.985898Z","signed_message":"canonical_sha256_bytes"},"source_id":"2304.13531","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c2cf3e90b6f8e8c91cd0ed7970d33025875e48e890a32154c38d7d115eabfc3f","sha256:77579b27fabafe7fe7d7cfda582d3e73cce298550475cd726e6a702815032cba"],"state_sha256":"c5da38497d65737fe6b8af200b1807d26a088179c5f39070d0560047b09501a6"}