Pith Number

pith:IGQGK72X

pith:2018:IGQGK72X7RG3QOA53YQS3FHDEN

not attested not anchored not stored refs pending

MULDEF: Multi-model-based Defense Against Adversarial Examples for Neural Networks

Bo Li, Siwakorn Srisakaokul, Tao Xie, Wei Yang, Yuhao Zhang, Zexuan Zhong

arxiv:1809.00065 v3 · 2018-08-31 · 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{IGQGK72X7RG3QOA53YQS3FHDEN}

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	2026-05-17T23:39:27.110286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41a0657f57fc4db8381dde212d94e323798dd34b3dfd6d109e0a849ca92d26c5

Aliases

arxiv: 1809.00065 · arxiv_version: 1809.00065v3 · doi: 10.48550/arxiv.1809.00065 · pith_short_12: IGQGK72X7RG3 · pith_short_16: IGQGK72X7RG3QOA5 · pith_short_8: IGQGK72X

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/IGQGK72X7RG3QOA53YQS3FHDEN \
  | 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: 41a0657f57fc4db8381dde212d94e323798dd34b3dfd6d109e0a849ca92d26c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e94dfe49c56fec222e1b5ccabf7fea8e019582fa63d6973096e164ac4a7847f9",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-31T21:22:52Z",
    "title_canon_sha256": "3c0839966ddcd0d76e3db5ebab7aba9488883ac1974459111bece08a475b64fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.00065",
    "kind": "arxiv",
    "version": 3
  }
}