Pith. sign in
Pith Number

pith:ZG5EU2YC

pith:2023:ZG5EU2YCB5QTC4HQOBRBFXDYOS
not attested not anchored not stored refs pending

MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Network

Cai Fu, Haili Sun, Hongle Liu, Lansheng Han, Xiang Long, Yan Huang

arxiv:2311.02378 v1 · 2023-11-04 · cs.CR · cs.AI · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZG5EU2YCB5QTC4HQOBRBFXDYOS}

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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.
Receipt and verification
First computed 2026-07-05T07:09:11.044814Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c9ba4a6b020f613170f0706212dc7874913ba0e1b9d307e2e1d08b61352bca37

Aliases

arxiv: 2311.02378 · arxiv_version: 2311.02378v1 · doi: 10.48550/arxiv.2311.02378 · pith_short_12: ZG5EU2YCB5QT · pith_short_16: ZG5EU2YCB5QTC4HQ · pith_short_8: ZG5EU2YC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZG5EU2YCB5QTC4HQOBRBFXDYOS \
  | 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: c9ba4a6b020f613170f0706212dc7874913ba0e1b9d307e2e1d08b61352bca37
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9c3c71c33057aae3d1627ffbb54584205169359dfb847bb9ac3b83eb832392c1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-11-04T11:19:03Z",
    "title_canon_sha256": "f4417a608882a5d2d141bf832acc2585a9d7ad50d1b79dac2f4ce3e61edc493d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.02378",
    "kind": "arxiv",
    "version": 1
  }
}