Pith Number

pith:Y5UTCFQE

pith:2018:Y5UTCFQEVJ22CZG5EJWJHPZKPA

not attested not anchored not stored refs pending

Mathematical Analysis of Adversarial Attacks

Bao Wang, Stanley J. Osher, Zehao Dou

arxiv:1811.06492 v2 · 2018-11-15 · 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{Y5UTCFQEVJ22CZG5EJWJHPZKPA}

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

1 paper in Pith

Graph Interpolating Activation Improves Both Natural and Robust Accuracies in Data-Efficient Deep Learning

Receipt and verification

First computed	2026-05-18T00:00:01.715973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c769311604aa75a164dd226c93bf2a783cfe24fd954827653ace218b1055bb2b

Aliases

arxiv: 1811.06492 · arxiv_version: 1811.06492v2 · doi: 10.48550/arxiv.1811.06492 · pith_short_12: Y5UTCFQEVJ22 · pith_short_16: Y5UTCFQEVJ22CZG5 · pith_short_8: Y5UTCFQE

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/Y5UTCFQEVJ22CZG5EJWJHPZKPA \
  | 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: c769311604aa75a164dd226c93bf2a783cfe24fd954827653ace218b1055bb2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ac5dbf7f9242e904a1fe455033749ec8e1654d325e8904bc2adda39a3f79451",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-15T17:38:59Z",
    "title_canon_sha256": "98de2183d0e2904b4046fc0f111d41528ffed7f0e9ca5752809c74f3268b6f5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.06492",
    "kind": "arxiv",
    "version": 2
  }
}