Pith Number

pith:BVVZLEY3

pith:2022:BVVZLEY3PREM5II5Q57C45BWKZ

not attested not anchored not stored refs pending

Ares: A System-Oriented Wargame Framework for Adversarial ML

Amir Rahmati, Farhan Ahmed, Kevin Eykholt, Pratik Vaishnavi

arxiv:2210.12952 v1 · 2022-10-24 · cs.LG · cs.AI · cs.CR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BVVZLEY3PREM5II5Q57C45BWKZ}

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	2026-07-05T05:09:34.709569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d6b95931b7c48cea11d877e2e74365663aadd482cfb25d4ce32f5ac8e6cc917

Aliases

arxiv: 2210.12952 · arxiv_version: 2210.12952v1 · doi: 10.48550/arxiv.2210.12952 · pith_short_12: BVVZLEY3PREM · pith_short_16: BVVZLEY3PREM5II5 · pith_short_8: BVVZLEY3

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/BVVZLEY3PREM5II5Q57C45BWKZ \
  | 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: 0d6b95931b7c48cea11d877e2e74365663aadd482cfb25d4ce32f5ac8e6cc917

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cfc720dbc25eacfd96301c5c10571524e3929e9cca5456f2ec204e0eb36615f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-24T04:55:18Z",
    "title_canon_sha256": "02ef67b7639a021f1140b86520131a2adac515553361eb6e39ad6e606def2316"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.12952",
    "kind": "arxiv",
    "version": 1
  }
}