Pith. sign in
Pith Number

pith:JLK4YQWG

pith:2025:JLK4YQWGKHXUZRDJCSILALA5OT
not attested not anchored not stored refs pending

CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities

Adarsh Danda, Akul Gupta, Antony Kellermann, Avi Dhir, Conner Jensen, Daniel Kang, Dylan Bowman, Eric Ihli, Jason Benn, Jet Geronimo, Kaicheng Yu, Philip Li, Richard Fang, Sudhit Rao, Twm Stone, Yuxuan Zhu

arxiv:2503.17332 v4 · 2025-03-21 · 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{JLK4YQWGKHXUZRDJCSILALA5OT}

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

11 papers in Pith

Certifying Ghosts: How Cybersecurity AI Agents Break the EU Cyber Resilience Act
AgentCyberRange: Benchmarking Frontier AI Systems in Realistic Cyber Ranges
The Emergence of Autonomous Penetration Capabilities in Large Language Model-Powered AI Systems
ZERO-APT: A Closed-Loop Adversarial Framework for LLM-Driven Automated Penetration Testing under Intelligent Defense
FORGE: Multi-Agent Graduated Exploitation and Detection Engineering
Receipt and verification
First computed 2026-07-05T11:26:03.586023Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4ad5cc42c651ef4cc4691490b02c1d74c57f6ac28309705e95eee5422ffc1fc4

Aliases

arxiv: 2503.17332 · arxiv_version: 2503.17332v4 · doi: 10.48550/arxiv.2503.17332 · pith_short_12: JLK4YQWGKHXU · pith_short_16: JLK4YQWGKHXUZRDJ · pith_short_8: JLK4YQWG
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/JLK4YQWGKHXUZRDJCSILALA5OT \
  | 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: 4ad5cc42c651ef4cc4691490b02c1d74c57f6ac28309705e95eee5422ffc1fc4
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "84a1c1f36e789035a99988a367b7fda9f3af4a54ba1d78b164e9ba91942992aa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-03-21T17:32:32Z",
    "title_canon_sha256": "75333c9ac78d0bd6e2dcbcfcd1135fbbf6218be6d535c112c598c112170963fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17332",
    "kind": "arxiv",
    "version": 4
  }
}