Pith Number

pith:EDMCJCZ3

pith:2016:EDMCJCZ3X35NJR56BQM7STYBZ2

not attested not anchored not stored refs pending

Adversarial Machine Learning at Scale

Alexey Kurakin, Ian Goodfellow, Samy Bengio

arxiv:1611.01236 v2 · 2016-11-04 · cs.CV · cs.CR · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EDMCJCZ3X35NJR56BQM7STYBZ2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

5 papers in Pith

Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection

Learning-Based Automated Adversarial Red-Teaming for Robustness Evaluation of Large Language Models

UniAda: Universal Adaptive Multi-objective Adversarial Attack for End-to-End Autonomous Driving Systems

Quantum Patches: Enhancing Robustness of Quantum Machine Learning Models

Beyond Attack Success Rate: A Multi-Metric Evaluation of Adversarial Transferability in Medical Imaging Models

Receipt and verification

First computed	2026-05-18T00:50:56.424594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20d8248b3bbefad4c7be0c19f94f01ceba06453631b591c4fd4d8caa9cddba52

Aliases

arxiv: 1611.01236 · arxiv_version: 1611.01236v2 · doi: 10.48550/arxiv.1611.01236 · pith_short_12: EDMCJCZ3X35N · pith_short_16: EDMCJCZ3X35NJR56 · pith_short_8: EDMCJCZ3

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/EDMCJCZ3X35NJR56BQM7STYBZ2 \
  | 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: 20d8248b3bbefad4c7be0c19f94f01ceba06453631b591c4fd4d8caa9cddba52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "984b46bfdc29c2c3ec5d218cc8a5cb58bdf791ed37ed96e33bc86881af55474e",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2016-11-04T01:11:02Z",
    "title_canon_sha256": "b29db9b466b4050f16d529f3e5f7a0840734f55080ba6ea688ec061b4fc75f70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.01236",
    "kind": "arxiv",
    "version": 2
  }
}