Pith Number

pith:OZRU4WX4

pith:2020:OZRU4WX46EI7PMP3URI2W26HFQ

not attested not anchored not stored refs pending

Adversarial Detection and Correction by Matching Prediction Distributions

Arnaud Van Looveren, Giovanni Vacanti

arxiv:2002.09364 v1 · 2020-02-21 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZRU4WX46EI7PMP3URI2W26HFQ}

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

1 paper in Pith

Anomaly Detection Based on Critical Paths for Deep Neural Networks

Receipt and verification

First computed	2026-07-05T00:42:55.424764Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76634e5afcf111f7b1fba451ab6bc72c1fc922bc653d46fc734513264534d341

Aliases

arxiv: 2002.09364 · arxiv_version: 2002.09364v1 · doi: 10.48550/arxiv.2002.09364 · pith_short_12: OZRU4WX46EI7 · pith_short_16: OZRU4WX46EI7PMP3 · pith_short_8: OZRU4WX4

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/OZRU4WX46EI7PMP3URI2W26HFQ \
  | 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: 76634e5afcf111f7b1fba451ab6bc72c1fc922bc653d46fc734513264534d341

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cee138dd888984fc1f0e0aebbdcc054331cc655f13a3b764ebc50df836c6519c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-21T15:45:42Z",
    "title_canon_sha256": "4f21c7f0f663fd5423d8b7deb1f5b700429e089db48dac6047569485fcd39564"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.09364",
    "kind": "arxiv",
    "version": 1
  }
}