Pith Number

pith:6TGOMDND

pith:2024:6TGOMDNDNDPFFBLJVC2ECKC6DS

not attested not anchored not stored refs pending

On the Validity of Traditional Vulnerability Scoring Systems for Adversarial Attacks against LLMs

Ahmad Samer Wazan, Atmane Ayoub Mansour Bahar

arxiv:2412.20087 v1 · 2024-12-28 · cs.CR · 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{6TGOMDNDNDPFFBLJVC2ECKC6DS}

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.

Receipt and verification

First computed	2026-07-05T09:54:54.443854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4cce60da368de528569a8b441285e1c9ede2b26ba6da86de0ae69e6d69b97f4

Aliases

arxiv: 2412.20087 · arxiv_version: 2412.20087v1 · doi: 10.48550/arxiv.2412.20087 · pith_short_12: 6TGOMDNDNDPF · pith_short_16: 6TGOMDNDNDPFFBLJ · pith_short_8: 6TGOMDND

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/6TGOMDNDNDPFFBLJVC2ECKC6DS \
  | 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: f4cce60da368de528569a8b441285e1c9ede2b26ba6da86de0ae69e6d69b97f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dea023f1439e7d1a2931b5873b3c3cc0500371dc398c78ddf4ac2fcd36c2d87c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-12-28T09:08:37Z",
    "title_canon_sha256": "70f964b9f378a74024f7b22c0cffae67fb34389d3c84923dbc256c8c556d9bb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20087",
    "kind": "arxiv",
    "version": 1
  }
}