Pith Number

pith:GRF7OZ3J

pith:2018:GRF7OZ3JZNUSNY27O2QIMWI2SC

not attested not anchored not stored refs pending

Adversarial Examples in Deep Learning: Characterization and Divergence

Lei Yu, Ling Liu, Margaret Loper, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu

arxiv:1807.00051 v3 · 2018-06-29 · 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{GRF7OZ3JZNUSNY27O2QIMWI2SC}

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	2026-05-17T23:57:15.089210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

344bf76769cb6926e35f76a086591a90bf1eb2ff8e1abe7ea3d4e8515298350a

Aliases

arxiv: 1807.00051 · arxiv_version: 1807.00051v3 · doi: 10.48550/arxiv.1807.00051 · pith_short_12: GRF7OZ3JZNUS · pith_short_16: GRF7OZ3JZNUSNY27 · pith_short_8: GRF7OZ3J

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/GRF7OZ3JZNUSNY27O2QIMWI2SC \
  | 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: 344bf76769cb6926e35f76a086591a90bf1eb2ff8e1abe7ea3d4e8515298350a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "950024dc2c51cd47e61cccf924e680d05212ec333d7f1b14951b18bc5ea9927c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-29T19:50:25Z",
    "title_canon_sha256": "d54c664e070a8f14792987956b13b6383b14c103225a4c52028ae637f6990f90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.00051",
    "kind": "arxiv",
    "version": 3
  }
}