Pith Number

pith:LHW3UGZ4

pith:2017:LHW3UGZ4U5AYGQRQSTNHV6SVQJ

not attested not anchored not stored refs pending

Foolbox: A Python toolbox to benchmark the robustness of machine learning models

Jonas Rauber, Matthias Bethge, Wieland Brendel

arxiv:1707.04131 v3 · 2017-07-13 · cs.LG · cs.CR · cs.CV · 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{LHW3UGZ4U5AYGQRQSTNHV6SVQJ}

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

3 papers in Pith

Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior

Affine Disentangled GAN for Interpretable and Robust AV Perception

Evaluation of AI Ethics Tools in Language Models: A Developers' Perspective Case Study

Receipt and verification

First computed	2026-05-18T00:20:39.422640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59edba1b3ca74183423094da7afa55825b8f28abd294c89bf2f527c7a505bcfd

Aliases

arxiv: 1707.04131 · arxiv_version: 1707.04131v3 · doi: 10.48550/arxiv.1707.04131 · pith_short_12: LHW3UGZ4U5AY · pith_short_16: LHW3UGZ4U5AYGQRQ · pith_short_8: LHW3UGZ4

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/LHW3UGZ4U5AYGQRQSTNHV6SVQJ \
  | 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: 59edba1b3ca74183423094da7afa55825b8f28abd294c89bf2f527c7a505bcfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7c32e5fe4d3a533bb4075e0fb29c73b7d3997e1b8c4f6c83a4d4622b49129a9",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-07-13T13:59:15Z",
    "title_canon_sha256": "96b748498a2c95c26c9699cf06b9b7c2817966af4c99e2b118811e7e6f81bc12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.04131",
    "kind": "arxiv",
    "version": 3
  }
}