Pith Number

pith:QV5KEGVO

pith:2024:QV5KEGVOZCLF6BQGDGCGDBE7PT

not attested not anchored not stored refs pending

Large Language Model Supply Chain: Open Problems From the Security Perspective

Lei Ma, Qiang Hu, Sen Chen, Xiaofei Xie

arxiv:2411.01604 v1 · 2024-11-03 · cs.CR · cs.AI · 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{QV5KEGVOZCLF6BQGDGCGDBE7PT}

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

2 papers in Pith

Your Space is My Zone: Demystifying the Security Risks of AI-Powered Applications on Pre-Trained Model Hubs

The Art of (Mis)alignment: How Fine-Tuning Methods Effectively Misalign and Realign LLMs in Post-Training

Receipt and verification

First computed	2026-07-05T09:30:32.996826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

857aa21aaec8965f0606198461849f7ce4ee4c7b94ad7a8f54f9e42c5d139a4e

Aliases

arxiv: 2411.01604 · arxiv_version: 2411.01604v1 · doi: 10.48550/arxiv.2411.01604 · pith_short_12: QV5KEGVOZCLF · pith_short_16: QV5KEGVOZCLF6BQG · pith_short_8: QV5KEGVO

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/QV5KEGVOZCLF6BQGDGCGDBE7PT \
  | 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: 857aa21aaec8965f0606198461849f7ce4ee4c7b94ad7a8f54f9e42c5d139a4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebd53ed058eb3de65561430c2d8e80a69a6fc8976a170617dcddd3874e5af51d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-11-03T15:20:21Z",
    "title_canon_sha256": "297fe56a81785def7fa6870a6a8e433c1960f78646d46b2ec5663cc5d72f5a31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01604",
    "kind": "arxiv",
    "version": 1
  }
}