Pith Number

pith:QGSZ4UUI

pith:2019:QGSZ4UUIWLNF27G5COPU6HKY5Y

not attested not anchored not stored refs pending

Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples

Arjun Nitin Bhagoji, Chawin Sitawarin, Daniel Cullina, Liwei Song, Mung Chiang, Prateek Mittal, Vikash Sehwag

arxiv:1905.01726 v1 · 2019-05-05 · 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{QGSZ4UUIWLNF27G5COPU6HKY5Y}

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	2026-05-17T23:46:57.649125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81a59e5288b2da5d7cdd139f4f1d58ee2821a23c7151ee166ef2bdeade9fbe4a

Aliases

arxiv: 1905.01726 · arxiv_version: 1905.01726v1 · doi: 10.48550/arxiv.1905.01726 · pith_short_12: QGSZ4UUIWLNF · pith_short_16: QGSZ4UUIWLNF27G5 · pith_short_8: QGSZ4UUI

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/QGSZ4UUIWLNF27G5COPU6HKY5Y \
  | 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: 81a59e5288b2da5d7cdd139f4f1d58ee2821a23c7151ee166ef2bdeade9fbe4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3cfbab78bfd74fa7e2384d7f3911c2dfc0e2568d3ef5aad2a2cba82740c930b",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-05T18:06:41Z",
    "title_canon_sha256": "2f9423522afd2959aea6a494f5d24213f32ca859ebdce64f82b8b0de6f6da959"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.01726",
    "kind": "arxiv",
    "version": 1
  }
}