Pith Number

pith:DVLEMRVN

pith:2026:DVLEMRVNHMRGJEJDAXBCPKBPWC

not attested not anchored not stored refs pending

CyberGym-E2E: Scalable Real-World Benchmark for AI Agents' End-to-End Cybersecurity Capabilities

Alexander Cheung, Chenguang Wang, Dawn Song, Dongwei Jiang, Francisco De La Riega, Gabriel Han, Jianhong Tu, Jingxuan He, Jingzhi Jiang, Jonah Cha, Mona Wang, Robin Rheem, Sean Tai, Tianneng Shi, Wenbo Guo, Zhun Wang

arxiv:2606.04460 v1 · 2026-06-03 · 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{DVLEMRVNHMRGJEJDAXBCPKBPWC}

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.

Receipt and verification

First computed	2026-06-04T01:09:09.053155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d564646ad3b2264912305c227a82fb08afc2916abe7d838301985d77031c82a

Aliases

arxiv: 2606.04460 · arxiv_version: 2606.04460v1 · doi: 10.48550/arxiv.2606.04460 · pith_short_12: DVLEMRVNHMRG · pith_short_16: DVLEMRVNHMRGJEJD · pith_short_8: DVLEMRVN

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/DVLEMRVNHMRGJEJDAXBCPKBPWC \
  | 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: 1d564646ad3b2264912305c227a82fb08afc2916abe7d838301985d77031c82a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "548cc474603e2d421526a22106dbdfcfe68352261ac713dadcf62a48f22396da",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-06-03T05:06:37Z",
    "title_canon_sha256": "0220477745e1e5727af5e49eb4483d7627d2c0da18d3d58d441269d67c3bf7c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.04460",
    "kind": "arxiv",
    "version": 1
  }
}