Pith Number

pith:JOCEFCRD

pith:2020:JOCEFCRDLCE2MGUIFRHCHLBJW7

not attested not anchored not stored refs pending

Towards Rapid and Robust Adversarial Training with One-Step Attacks

Bj\"orn Eskofier, Leo Schwinn, Ren\'e Raab

arxiv:2002.10097 v4 · 2020-02-24 · cs.LG · 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{JOCEFCRDLCE2MGUIFRHCHLBJW7}

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

SORA: Free Second-Order Attacks in Fast Adversarial Training

Receipt and verification

First computed	2026-07-05T00:48:24.547627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b84428a235889a61a882c4e23ac29b7f616d62aff1a1fc2967dc0132e0be478

Aliases

arxiv: 2002.10097 · arxiv_version: 2002.10097v4 · doi: 10.48550/arxiv.2002.10097 · pith_short_12: JOCEFCRDLCE2 · pith_short_16: JOCEFCRDLCE2MGUI · pith_short_8: JOCEFCRD

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/JOCEFCRDLCE2MGUIFRHCHLBJW7 \
  | 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: 4b84428a235889a61a882c4e23ac29b7f616d62aff1a1fc2967dc0132e0be478

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "339c2b166043ab2888fd0741d934fddde55b1b4bc5f36a5f658b77005c0fac1b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-24T07:28:43Z",
    "title_canon_sha256": "cc73d88bc68ba1adc8fff830b91ad1be1b638be329f978b89b586a1786526feb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.10097",
    "kind": "arxiv",
    "version": 4
  }
}