Pith Number

pith:OF2MBTZP

pith:2025:OF2MBTZPKY4V4VG6IIDMTLBQIK

not attested not anchored not stored refs pending

A Systematic Review of Poisoning Attacks Against Large Language Models

Edward W. Staley, Joshua Carney, Marie Chau, Nathan Drenkow, Neil Fendley, William Redman

arxiv:2506.06518 v1 · 2025-06-06 · cs.CR · 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{OF2MBTZPKY4V4VG6IIDMTLBQIK}

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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.

Cited by

1 paper in Pith

Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics

Receipt and verification

First computed	2026-07-05T11:17:51.470146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7174c0cf2f56395e54de4206c9ac3042a7dd12ffa8bafd81995129c0ed4948be

Aliases

arxiv: 2506.06518 · arxiv_version: 2506.06518v1 · doi: 10.48550/arxiv.2506.06518 · pith_short_12: OF2MBTZPKY4V · pith_short_16: OF2MBTZPKY4V4VG6 · pith_short_8: OF2MBTZP

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/OF2MBTZPKY4V4VG6IIDMTLBQIK \
  | 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: 7174c0cf2f56395e54de4206c9ac3042a7dd12ffa8bafd81995129c0ed4948be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7db65a235fd7c4beecf400d413c7f2ea346a194aff18fe520b171b82ae1e593",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-06T20:32:43Z",
    "title_canon_sha256": "7f46fc81ad724909773941c4da18b662c96d79320588fdb44ced98e1208568f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06518",
    "kind": "arxiv",
    "version": 1
  }
}