Pith Number

pith:4WAAIZAA

pith:2023:4WAAIZAA4WJJERTXSKEUT6KXS3

not attested not anchored not stored refs pending

Adapting Step-size: A Unified Perspective to Analyze and Improve Gradient-based Methods for Adversarial Attacks

Gaowei Wu, Lei Bao, Qing Tao, Sheng Long, Wei Tao

arxiv:2301.11546 v3 · 2023-01-27 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4WAAIZAA4WJJERTXSKEUT6KXS3}

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	2026-07-05T05:38:10.949474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e580046400e592924677928949f95796cb88c6c92821ea7d2bfddff60cf428ee

Aliases

arxiv: 2301.11546 · arxiv_version: 2301.11546v3 · doi: 10.48550/arxiv.2301.11546 · pith_short_12: 4WAAIZAA4WJJ · pith_short_16: 4WAAIZAA4WJJERTX · pith_short_8: 4WAAIZAA

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/4WAAIZAA4WJJERTXSKEUT6KXS3 \
  | 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: e580046400e592924677928949f95796cb88c6c92821ea7d2bfddff60cf428ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5eb02882f634977d2d0d70db8cbfb365c8744289bd98b99444c5ed7861c2ab5d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-27T06:17:51Z",
    "title_canon_sha256": "650eea0e76738353a8304d0c75bd0105b04214afd9317e0506c453121b9f8253"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11546",
    "kind": "arxiv",
    "version": 3
  }
}