Pith Number

pith:QMGTO2WP

pith:2017:QMGTO2WPLZFHGMF7QBA2LCQ7T5

not attested not anchored not stored refs pending

Generative Adversarial Perturbations

Bicheng Gao, Isay Katsman, Omid Poursaeed, Serge Belongie

arxiv:1712.02328 v3 · 2017-12-06 · cs.CV · cs.CR · cs.LG · cs.NE · 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{QMGTO2WPLZFHGMF7QBA2LCQ7T5}

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	2026-05-18T00:11:23.621043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

830d376acf5e4a7330bf8041a58a1f9f65f9bf1adb1a1f29a7da781ef09a24a9

Aliases

arxiv: 1712.02328 · arxiv_version: 1712.02328v3 · doi: 10.48550/arxiv.1712.02328 · pith_short_12: QMGTO2WPLZFH · pith_short_16: QMGTO2WPLZFHGMF7 · pith_short_8: QMGTO2WP

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/QMGTO2WPLZFHGMF7QBA2LCQ7T5 \
  | 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: 830d376acf5e4a7330bf8041a58a1f9f65f9bf1adb1a1f29a7da781ef09a24a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7327b819861e112a813aed982319cfeb49333335d82783b6193bec0563ebcc00",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-12-06T18:52:12Z",
    "title_canon_sha256": "8d1e061709fae5ddfe6aef11491552e3b5f07ee5acdd3fe3ddcebd6d68b52b56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.02328",
    "kind": "arxiv",
    "version": 3
  }
}