Pith Number

pith:GPBWI6EU

pith:2024:GPBWI6EUEXSJ5ZZ5G2IHWFSAZ7

not attested not anchored not stored refs pending

Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey

Kaize Ding, Ruiyao Xu

arxiv:2409.01980 v3 · 2024-09-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GPBWI6EUEXSJ5ZZ5G2IHWFSAZ7}

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

4 papers in Pith

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs

Node-to-Neighborhood Semantic Consistency: Text-Topology Alignment for TAGs Anomaly Detection

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs

Receipt and verification

First computed	2026-07-05T10:14:23.792018Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33c364789425e49ee73d36907b1640cff8b81237e49ce617b0ba1686510dc0a8

Aliases

arxiv: 2409.01980 · arxiv_version: 2409.01980v3 · doi: 10.48550/arxiv.2409.01980 · pith_short_12: GPBWI6EUEXSJ · pith_short_16: GPBWI6EUEXSJ5ZZ5 · pith_short_8: GPBWI6EU

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/GPBWI6EUEXSJ5ZZ5G2IHWFSAZ7 \
  | 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: 33c364789425e49ee73d36907b1640cff8b81237e49ce617b0ba1686510dc0a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45f449b56910a8d5fd3ecce33df35d525a84d639792cf6155f2512c944cb8ef9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-03T15:22:41Z",
    "title_canon_sha256": "e70d59bd853945f070f64f79b8542adf494ea884783c1327dd5808d80b04fa10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01980",
    "kind": "arxiv",
    "version": 3
  }
}