Pith Number

pith:MRFEPPWL

pith:2023:MRFEPPWLZIYP3REOGY3MABZXWN

not attested not anchored not stored refs pending

Weakly Supervised Anomaly Detection: A Survey

Ao Zheng, Chaochuan Hou, Hailiang Huang, Minqi Jiang, Philip S. Yu, Songqiao Han, Xiangnan He, Xiyang Hu, Yue Zhao

arxiv:2302.04549 v1 · 2023-02-09 · 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{MRFEPPWLZIYP3REOGY3MABZXWN}

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

3 papers in Pith

GRADE: Graph Representation of LLM Agent Dependency and Execution

Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring

Learning Feature Encoder with Synthetic Anomalies for Weakly Supervised Graph Anomaly Detection

Receipt and verification

First computed	2026-07-05T05:40:15.582145Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

644a47becbca30fdc48e3636c00737b342b163dfc6010ebaad6314f0af07e2cd

Aliases

arxiv: 2302.04549 · arxiv_version: 2302.04549v1 · doi: 10.48550/arxiv.2302.04549 · pith_short_12: MRFEPPWLZIYP · pith_short_16: MRFEPPWLZIYP3REO · pith_short_8: MRFEPPWL

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/MRFEPPWLZIYP3REOGY3MABZXWN \
  | 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: 644a47becbca30fdc48e3636c00737b342b163dfc6010ebaad6314f0af07e2cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "862cde2a606b65a5a519c78de080c353eaad85231bf6316113d0f621a93f46cd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-09T10:27:21Z",
    "title_canon_sha256": "21477fa136bfb167f0d08fe487f54b5d7cb652e84581b768c03c56455a41b479"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.04549",
    "kind": "arxiv",
    "version": 1
  }
}