Pith Number

pith:U3JGL4NB

pith:2024:U3JGL4NBZDQMQ33IJZRIZFYRIY

not attested not anchored not stored refs pending

Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI

Ambrish Rawat, Beat Buesser, Elizabeth M. Daly, Erik Miehling, Giandomenico Cornacchia, Giulio Zizzo, Kieran Fraser, Kush R. Varshney, Mark Purcell, Muhammad Zaid Hameed, Pin-Yu Chen, Prasanna Sattigeri, Stefan Schoepf

arxiv:2409.15398 v1 · 2024-09-23 · cs.CR · cs.AI · 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{U3JGL4NBZDQMQ33IJZRIZFYRIY}

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

3 papers in Pith

Persona-Conditioned Adversarial Prompting: Multi-Identity Red-Teaming for Adversarial Discovery and Mitigation

Adaptive Instruction Composition for Automated LLM Red-Teaming

Breaking MCP with Function Hijacking Attacks: Novel Threats for Function Calling and Agentic Models

Receipt and verification

First computed	2026-07-05T09:10:54.441779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6d265f1a1c8e0c86f684e628c97114608efa941d2b4fdb4c4bb2712525a7fe8

Aliases

arxiv: 2409.15398 · arxiv_version: 2409.15398v1 · doi: 10.48550/arxiv.2409.15398 · pith_short_12: U3JGL4NBZDQM · pith_short_16: U3JGL4NBZDQMQ33I · pith_short_8: U3JGL4NB

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/U3JGL4NBZDQMQ33IJZRIZFYRIY \
  | 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: a6d265f1a1c8e0c86f684e628c97114608efa941d2b4fdb4c4bb2712525a7fe8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40965bc9fda922a721a3e73b8703cb6c2e81bf419b8974d46a4beee228541141",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-09-23T10:18:10Z",
    "title_canon_sha256": "729b3e109e717f7df4c864eda90913eb82632a2f5969b6cec60719f6ec185ff6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15398",
    "kind": "arxiv",
    "version": 1
  }
}