Pith Number

pith:RNMW7ARQ

pith:2025:RNMW7ARQ2LBGMEEHCCFJ7VWJJH

not attested not anchored not stored refs pending

Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity

Anjali Kaushik, Arun Vignesh Malarkkan, Dongjie Wang, Haoyue Bai, Xinyuan Wang, Yanjie Fu

arxiv:2507.08177 v1 · 2025-07-10 · cs.LG · cs.AI · cs.ET · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RNMW7ARQ2LBGMEEHCCFJ7VWJJH}

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

1 paper in Pith

DELTA: Variational Disentangled Learning for Privacy-Preserving Data Reprogramming

Receipt and verification

First computed	2026-07-05T11:35:18.652125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b596f8230d2c2661087108a9fd6c949d694840c779a77884a46f445a02d6373

Aliases

arxiv: 2507.08177 · arxiv_version: 2507.08177v1 · doi: 10.48550/arxiv.2507.08177 · pith_short_12: RNMW7ARQ2LBG · pith_short_16: RNMW7ARQ2LBGMEEH · pith_short_8: RNMW7ARQ

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/RNMW7ARQ2LBGMEEHCCFJ7VWJJH \
  | 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: 8b596f8230d2c2661087108a9fd6c949d694840c779a77884a46f445a02d6373

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e6796ccf314b4f22d1ac6f76d03ce62e849295916bd30d134720842f3d3bc48",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-10T21:19:28Z",
    "title_canon_sha256": "72d0c2b56468cae7a476ec905c99659865f2e8c216b071817860822393bc5d00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08177",
    "kind": "arxiv",
    "version": 1
  }
}