Pith Number

pith:GPJZSLFE

pith:2018:GPJZSLFEUG6POEUFIJUSWU3SSQ

not attested not anchored not stored refs pending

MDGAN: Boosting Anomaly Detection Using \\Multi-Discriminator Generative Adversarial Networks

Asaf Shabtai, Gilad Katz, Yotam Intrator

arxiv:1810.05221 v1 · 2018-10-11 · cs.LG · stat.ML

Open paper page JSON What is a Pith Number?

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

Cited by

1 paper in Pith

Curated Synthetic Data Doesn't Have to Collapse: A Theoretical Study of Generative Retraining with Pluralistic Preferences

Receipt and verification

First computed	2026-05-18T00:03:31.300363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33d3992ca4a1bcf7128542692b53729403005b4abdca201ed490cbdd0239fec4

Aliases

arxiv: 1810.05221 · arxiv_version: 1810.05221v1 · doi: 10.48550/arxiv.1810.05221 · pith_short_12: GPJZSLFEUG6P · pith_short_16: GPJZSLFEUG6POEUF · pith_short_8: GPJZSLFE

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/GPJZSLFEUG6POEUFIJUSWU3SSQ \
  | 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: 33d3992ca4a1bcf7128542692b53729403005b4abdca201ed490cbdd0239fec4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "daf47f4547d3b61a689b6f81217ff1e6a7bb156b326f1c53052385030ce3d377",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-11T19:45:30Z",
    "title_canon_sha256": "dd40826da1071f61d88354d144388974850bd7079a4e3d7e988a4778aee6d4ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.05221",
    "kind": "arxiv",
    "version": 1
  }
}