Pith Number

pith:4WAJ3FY2

pith:2019:4WAJ3FY2SURQ5PFJ7U7RD4VFWT

not attested not anchored not stored refs pending

ML-LOO: Detecting Adversarial Examples with Feature Attribution

Cho-Jui Hsieh, Jane-Ling Wang, Jianbo Chen, Michael I. Jordan, Puyudi Yang

arxiv:1906.03499 v1 · 2019-06-08 · 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{4WAJ3FY2SURQ5PFJ7U7RD4VFWT}

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	2026-05-17T23:43:48.274873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5809d971a95230ebca9fd3f11f2a5b4f153b314f385d68452bf38b97405cec5

Aliases

arxiv: 1906.03499 · arxiv_version: 1906.03499v1 · doi: 10.48550/arxiv.1906.03499 · pith_short_12: 4WAJ3FY2SURQ · pith_short_16: 4WAJ3FY2SURQ5PFJ · pith_short_8: 4WAJ3FY2

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/4WAJ3FY2SURQ5PFJ7U7RD4VFWT \
  | 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: e5809d971a95230ebca9fd3f11f2a5b4f153b314f385d68452bf38b97405cec5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "024cc74b44bc6630501ac87bff8466c93b6b9f0caa2b5eecd01ddb1a9b7e6ffa",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-08T18:36:16Z",
    "title_canon_sha256": "3a2b4795b87c47d2933e02c59baca59b28a13ab7e1ae358e638ed8e65c4e15cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.03499",
    "kind": "arxiv",
    "version": 1
  }
}