Pith Number

pith:YFCQA2NP

pith:2024:YFCQA2NPFB2NZWQXQC3MQKUOAV

not attested not anchored not stored refs pending

A Generalizable Anomaly Detection Method in Dynamic Graphs

Xiao Yang, Xuejiao Zhao, Zhiqi Shen

arxiv:2412.16447 v1 · 2024-12-21 · cs.LG · 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{YFCQA2NPFB2NZWQXQC3MQKUOAV}

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.

Receipt and verification

First computed	2026-07-05T09:52:46.248093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1450069af2874dcda1780b6c82a8e05783247bbd4d44c44f6ab51c5bebff9a6

Aliases

arxiv: 2412.16447 · arxiv_version: 2412.16447v1 · doi: 10.48550/arxiv.2412.16447 · pith_short_12: YFCQA2NPFB2N · pith_short_16: YFCQA2NPFB2NZWQX · pith_short_8: YFCQA2NP

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/YFCQA2NPFB2NZWQXQC3MQKUOAV \
  | 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: c1450069af2874dcda1780b6c82a8e05783247bbd4d44c44f6ab51c5bebff9a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be5fe166ce5d2b39c8eea15367621d9b9c89f36b584f79b7851befc18c30482e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-21T02:38:48Z",
    "title_canon_sha256": "5159a0ca9b98c790fc6c1d9a21b3a74364faee202528548523d40ef410d331de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16447",
    "kind": "arxiv",
    "version": 1
  }
}