Pith Number

pith:F53A2KXO

pith:2025:F53A2KXO66NKU7FX3GM3IMHPNW

not attested not anchored not stored refs pending

LLM Security: Vulnerabilities, Attacks, Defenses, and Countermeasures

Fernando Berzal, Francisco Aguilera-Mart\'inez

arxiv:2505.01177 v1 · 2025-05-02 · cs.CR · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F53A2KXO66NKU7FX3GM3IMHPNW}

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

1 paper in Pith

PRISM: Generation-Time Detection and Mitigation of Secret Leakage in Multi-Agent LLM Pipelines

Receipt and verification

First computed	2026-07-05T10:57:46.630856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f760d2aeef79aaa7cb7d999b430ef6d8a2c8fab29313c1dbc2cb8a4485333ff

Aliases

arxiv: 2505.01177 · arxiv_version: 2505.01177v1 · doi: 10.48550/arxiv.2505.01177 · pith_short_12: F53A2KXO66NK · pith_short_16: F53A2KXO66NKU7FX · pith_short_8: F53A2KXO

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/F53A2KXO66NKU7FX3GM3IMHPNW \
  | 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: 2f760d2aeef79aaa7cb7d999b430ef6d8a2c8fab29313c1dbc2cb8a4485333ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b90e577fabe43b578fe9d2d0a68336f9b1b657983789c7a6814d0f401c8a389",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-02T10:35:26Z",
    "title_canon_sha256": "788dace089faf7454acab3962d89f550bec17af12af2b8c2df1ef14332fd1b88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01177",
    "kind": "arxiv",
    "version": 1
  }
}