pith. sign in
Pith Number

pith:4KBPG3XV

pith:2018:4KBPG3XVU2XLTZM3EFXN2WUZ56
not attested not anchored not stored refs pending

Adversarially Learned Anomaly Detection

Bruno Lecouat, Chuan Sheng Foo, Houssam Zenati, Manon Romain, Vijay Ramaseshan Chandrasekhar

arxiv:1812.02288 v1 · 2018-12-06 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4KBPG3XVU2XLTZM3EFXN2WUZ56}

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 2026-05-17T23:58:56.678776Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e282f36ef5a6aeb9e59b216edd5a99efa064b100fb07e47d04f8215b2b12da3e

Aliases

arxiv: 1812.02288 · arxiv_version: 1812.02288v1 · doi: 10.48550/arxiv.1812.02288 · pith_short_12: 4KBPG3XVU2XL · pith_short_16: 4KBPG3XVU2XLTZM3 · pith_short_8: 4KBPG3XV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4KBPG3XVU2XLTZM3EFXN2WUZ56 \
  | 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: e282f36ef5a6aeb9e59b216edd5a99efa064b100fb07e47d04f8215b2b12da3e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1ccd7bc89f99c9cfe54fe24357f558dc02d7bcbc8ea40439467bfe716905426f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-06T01:44:59Z",
    "title_canon_sha256": "99963a21416f9b92cc63eb1331b6bc207dd72a14b707bedc369c63ff9d76a0cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.02288",
    "kind": "arxiv",
    "version": 1
  }
}