Pith Number

pith:G7EHDF4X

pith:2025:G7EHDF4XE3DDPIK5BR5CFPAO7U

not attested not anchored not stored refs pending

Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs

Ambrish Rawat, Beat Buesser, Giandomenico Cornacchia, Giulio Zizzo, Kieran Fraser, Kush Varshney, Mark Purcell, Muhammad Zaid Hameed, Pin-Yu Chen, Prasanna Sattigeri

arxiv:2502.15427 v1 · 2025-02-21 · cs.CR · 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{G7EHDF4XE3DDPIK5BR5CFPAO7U}

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

4 papers in Pith

Investigating The Security of Modern AI and Cloud Infrastructure

Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs

SoK: Robustness in Large Language Models against Jailbreak Attacks

When AI reviews science: Can we trust the referee?

Receipt and verification

First computed	2026-07-05T10:18:01.733387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37c871979726c637a15d0c7a22bc0efd1c2a1ab434570d4f78bc1f73e45e9ca2

Aliases

arxiv: 2502.15427 · arxiv_version: 2502.15427v1 · doi: 10.48550/arxiv.2502.15427 · pith_short_12: G7EHDF4XE3DD · pith_short_16: G7EHDF4XE3DDPIK5 · pith_short_8: G7EHDF4X

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/G7EHDF4XE3DDPIK5BR5CFPAO7U \
  | 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: 37c871979726c637a15d0c7a22bc0efd1c2a1ab434570d4f78bc1f73e45e9ca2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa218e4dd6c56ddca314828648af30fdfcccb9802035fa8d4d01afe3166a3061",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-02-21T12:54:25Z",
    "title_canon_sha256": "2e6f3e7471e02a5a3dc1f669063c6474110c692aa7b967d87e95a3f5dd9765a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15427",
    "kind": "arxiv",
    "version": 1
  }
}