Pith Number

pith:LTVZ7ZNX

pith:2021:LTVZ7ZNXNSGAZ23CAF7BTQAZEP

not attested not anchored not stored refs pending

Understanding Catastrophic Overfitting in Adversarial Training

Peilin Kang, Seyed-Mohsen Moosavi-Dezfooli

arxiv:2105.02942 v1 · 2021-05-06 · cs.LG · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LTVZ7ZNXNSGAZ23CAF7BTQAZEP}

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	2026-07-05T02:38:19.695725Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ceb9fe5b76c8c0ceb62017e19c01923dc06e5844d70f17b1cc131f3c48e162e

Aliases

arxiv: 2105.02942 · arxiv_version: 2105.02942v1 · doi: 10.48550/arxiv.2105.02942 · pith_short_12: LTVZ7ZNXNSGA · pith_short_16: LTVZ7ZNXNSGAZ23C · pith_short_8: LTVZ7ZNX

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/LTVZ7ZNXNSGAZ23CAF7BTQAZEP \
  | 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: 5ceb9fe5b76c8c0ceb62017e19c01923dc06e5844d70f17b1cc131f3c48e162e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54ce4ab5a9b33138fc2e9737003f6ea7d20459964f4bd2b7f961680d953f1ce4",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-06T20:39:51Z",
    "title_canon_sha256": "f0ea66086166b3df3123d70646ca5ad4a213e623129dd42b8bf282f79b907c9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.02942",
    "kind": "arxiv",
    "version": 1
  }
}