Pith Number

pith:C4BTEBES

pith:2026:C4BTEBESUQRLI2PISYJPB7SJJL

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HySecTwin: A Knowledge-Driven Digital Twin Framework Augmented with Hybrid Reasoning for Cyber-Physical Systems

Ahmad Moshin, David Holmes, Helge Yanicke, Iqbal Sarker, Leslie Sikos, Surya Nepal

HySecTwin combines semantic modeling with hybrid deterministic and fuzzy reasoning in digital twins to deliver faster, explainable threat detection for cyber-physical systems.

arxiv:2605.11682 v2 · 2026-05-12 · cs.CR

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\usepackage{pith}
\pithnumber{C4BTEBESUQRLI2PISYJPB7SJJL}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Claims

C1strongest claim

Experimental evaluation using a representative CPS testbed and MITRE ATT&CK campaign-inspired attack scenarios demonstrates sub-millisecond twin synchronization latency and up to 21.5% faster threat detection compared with deterministic reasoning alone.

C2weakest assumption

The representative CPS testbed and MITRE ATT&CK-inspired scenarios sufficiently capture the complexity, heterogeneity, and real-time dynamics of actual mission-critical cyber-physical systems.

C3one line summary

HySecTwin integrates semantic modeling with hybrid deterministic and fuzzy reasoning in digital twins to achieve faster, more interpretable threat detection in CPS with sub-millisecond latency.

Receipt and verification

First computed	2026-05-21T01:04:27.704079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1703320492a422b469e89612f0fe494aefde507cf614c3d06388d7cf1491fb30

Aliases

arxiv: 2605.11682 · arxiv_version: 2605.11682v2 · doi: 10.48550/arxiv.2605.11682 · pith_short_12: C4BTEBESUQRL · pith_short_16: C4BTEBESUQRLI2PI · pith_short_8: C4BTEBES

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/C4BTEBESUQRLI2PISYJPB7SJJL \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1703320492a422b469e89612f0fe494aefde507cf614c3d06388d7cf1491fb30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c10e768c9f45b97ef949a46c76a1ec0ffad7f074a4be53feddadc965f07441ba",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-12T07:41:31Z",
    "title_canon_sha256": "ae7dcf4e03829a521412634c4cd9ff5ea1fe370837d0ab47b5252f59e7464077"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.11682",
    "kind": "arxiv",
    "version": 2
  }
}