Pith Number

pith:VSGGNIOZ

pith:2024:VSGGNIOZXI72YRMUU4WYGUAXDD

not attested not anchored not stored refs pending

CybORG++: An Enhanced Gym for the Development of Autonomous Cyber Agents

Chris Hicks, Harry Emerson, Liz Bates, Vasilios Mavroudis

arxiv:2410.16324 v1 · 2024-10-18 · 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{VSGGNIOZXI72YRMUU4WYGUAXDD}

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

COHORT: Collaborative Orchestration for Hardening via Offensive Replay on Emulated Topologies

Dynamic Cyber Ranges

Building Better Environments for Autonomous Cyber Defence

Receipt and verification

First computed	2026-07-05T09:23:34.528457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac8c66a1d9ba3fac4594a72d83501718fb65a173d9c3052f6bf06c903e578841

Aliases

arxiv: 2410.16324 · arxiv_version: 2410.16324v1 · doi: 10.48550/arxiv.2410.16324 · pith_short_12: VSGGNIOZXI72 · pith_short_16: VSGGNIOZXI72YRMU · pith_short_8: VSGGNIOZ

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/VSGGNIOZXI72YRMUU4WYGUAXDD \
  | 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: ac8c66a1d9ba3fac4594a72d83501718fb65a173d9c3052f6bf06c903e578841

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c62da846d599c910b088748bc566ddaaed3c6084438fe922af706222c815e613",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-18T11:04:07Z",
    "title_canon_sha256": "ae90b6ae507def89a21338eddf97a8dc788645066ab4a77aecd143fe6381adb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16324",
    "kind": "arxiv",
    "version": 1
  }
}