Pith Number

pith:4DT2QLPH

pith:2024:4DT2QLPHD6IKT7RQOJ6SYABZQL

not attested not anchored not stored refs pending

INVARLLM: LLM-assisted Physical Invariant Extraction for Cyber-Physical Systems Anomaly Detection

Chenglong Fu, Danial Abshari, Meera Sridhar, Peiran Shi, Xiaojiang Du

arxiv:2411.10918 v2 · 2024-11-17 · cs.CR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4DT2QLPHD6IKT7RQOJ6SYABZQL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

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.

Cited by

2 papers in Pith

Cyber-Physical Systems Security: A Comprehensive Review of Anomaly Detection Techniques

System-aware contextual digital twin for ICS anomaly diagnosis

Receipt and verification

First computed	2026-07-05T11:13:59.896360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0e7a82de71f90a9fe30727d2c003982fe40cfc42057ac5fce126cd56c5e606c

Aliases

arxiv: 2411.10918 · arxiv_version: 2411.10918v2 · doi: 10.48550/arxiv.2411.10918 · pith_short_12: 4DT2QLPHD6IK · pith_short_16: 4DT2QLPHD6IKT7RQ · pith_short_8: 4DT2QLPH

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/4DT2QLPHD6IKT7RQOJ6SYABZQL \
  | 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: e0e7a82de71f90a9fe30727d2c003982fe40cfc42057ac5fce126cd56c5e606c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf1f9db561d8562eabb9084a13f6d8298e9ee4845c2d3b8eaa64633ff23263e8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-11-17T00:09:04Z",
    "title_canon_sha256": "f2d54d2aee796cfac08b75eb869092ea68fc3ebdf497c0685f0e7185ae8b7fce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10918",
    "kind": "arxiv",
    "version": 2
  }
}