Pith Number

pith:GT2GC4BN

pith:2024:GT2GC4BNUZ3VJCWLBAMRW7SJS5

not attested not anchored not stored refs pending

NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security

Boyuan Chen, Brendan Dolan-Gavitt, Farshad Khorrami, Haoran Xi, Kimberly Milner, Max Yin, Meet Udeshi, Minghao Shao, Muhammad Shafique, Prashanth Krishnamurthy, Ramesh Karri, Siddharth Garg, Sofija Jancheska

arxiv:2406.05590 v3 · 2024-06-08 · cs.CR · cs.AI · cs.CY · 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{GT2GC4BNUZ3VJCWLBAMRW7SJS5}

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

9 papers in Pith

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction

Are Frontier LLMs Ready for Cybersecurity? Evidence for Vertical Foundation Models from Dual-Mode Vulnerability Benchmarks

CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly

unix-ctf: Procedural Environments for Unix-Competence Reinforcement Learning

Are Frontier LLMs Ready for Cybersecurity? Evidence for Vertical Foundation Models from Dual-Mode Vulnerability Benchmarks

Receipt and verification

First computed	2026-07-05T10:16:10.411906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34f461702da677548acb08191b7e499769069ff9884ca8110a7542fce70d09ba

Aliases

arxiv: 2406.05590 · arxiv_version: 2406.05590v3 · doi: 10.48550/arxiv.2406.05590 · pith_short_12: GT2GC4BNUZ3V · pith_short_16: GT2GC4BNUZ3VJCWL · pith_short_8: GT2GC4BN

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/GT2GC4BNUZ3VJCWLBAMRW7SJS5 \
  | 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: 34f461702da677548acb08191b7e499769069ff9884ca8110a7542fce70d09ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3eb6c838a7f139fa5cac7582ab28b01de23441b2a54de26e16628665437f1242",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-06-08T22:21:42Z",
    "title_canon_sha256": "3a3fe51f63959ddead9a1e3edf16a9b6ddcf446c88f9ecafabe609c39929c8ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05590",
    "kind": "arxiv",
    "version": 3
  }
}