Pith Number

pith:6B3MBIJP

pith:2024:6B3MBIJPLXQIJBVPL5AODFOQFL

not attested not anchored not stored refs pending

A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models

Beatrice Casey, Joanna C. S. Santos, Mehdi Mirakhorli

arxiv:2410.04490 v1 · 2024-10-06 · cs.CR · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6B3MBIJPLXQIJBVPL5AODFOQFL}

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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

2 papers in Pith

Lifecycle-Aware Dynamic Analysis for Secure ML Model Execution

Malicious ML Model Detection by Learning Dynamic Behaviors

Receipt and verification

First computed	2026-07-05T09:16:34.977922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f076c0a12f5de08486af5f40e195d02adf650adc1fb82466a60d4c47154510fe

Aliases

arxiv: 2410.04490 · arxiv_version: 2410.04490v1 · doi: 10.48550/arxiv.2410.04490 · pith_short_12: 6B3MBIJPLXQI · pith_short_16: 6B3MBIJPLXQIJBVP · pith_short_8: 6B3MBIJP

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/6B3MBIJPLXQIJBVPL5AODFOQFL \
  | 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: f076c0a12f5de08486af5f40e195d02adf650adc1fb82466a60d4c47154510fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "105b02301f81ae9dbb7826899d343b8bb390014cea567334a1132c05f9d96dab",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-06T14:09:54Z",
    "title_canon_sha256": "9f072aae49727c73db0586b7590d340428e39e23b7773f66e436edbc87fa7b42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04490",
    "kind": "arxiv",
    "version": 1
  }
}