Pith Number

pith:4WM7LMZF

pith:2018:4WM7LMZFACHWYZTBA2WUETMVWW

not attested not anchored not stored refs pending

On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm

Aurelie Lozano, Cho-Jui Hsieh, Huan Zhang, Luca Daniel, Pin-Yu Chen, Tsui-Wei Weng

arxiv:1810.08640 v1 · 2018-10-19 · cs.LG · cs.CR · 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{4WM7LMZFACHWYZTBA2WUETMVWW}

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	2026-05-18T00:02:43.951506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e599f5b325008f6c666106ad424d95b58db1af20d3aa27949482edc2978de81a

Aliases

arxiv: 1810.08640 · arxiv_version: 1810.08640v1 · doi: 10.48550/arxiv.1810.08640 · pith_short_12: 4WM7LMZFACHW · pith_short_16: 4WM7LMZFACHWYZTB · pith_short_8: 4WM7LMZF

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/4WM7LMZFACHWYZTBA2WUETMVWW \
  | 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: e599f5b325008f6c666106ad424d95b58db1af20d3aa27949482edc2978de81a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfb7dc2ad6a591e6baa4b70dfd9245455be97dc17ef1f9e4a5679b156266d2a1",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-19T18:44:58Z",
    "title_canon_sha256": "8b241e692227bb426ff2d02398c90d6b75d7d4e33be6ad79a4abf9d644bd2d14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.08640",
    "kind": "arxiv",
    "version": 1
  }
}