Pith Number

pith:ZY6AD72D

pith:2022:ZY6AD72DYOUWR3YEP36VC2ZZ5W

not attested not anchored not stored refs pending

Enhancing Adversarial Training with Second-Order Statistics of Weights

Gaojie Jin, Sven Schewe, Wei Huang, Xiaowei Huang, Xinping Yi

arxiv:2203.06020 v1 · 2022-03-11 · 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{ZY6AD72DYOUWR3YEP36VC2ZZ5W}

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	2026-07-05T04:04:12.021626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce3c01ff43c3a968ef047efd516b39ed855ba75dd80c53bc37bdfa3899da7303

Aliases

arxiv: 2203.06020 · arxiv_version: 2203.06020v1 · doi: 10.48550/arxiv.2203.06020 · pith_short_12: ZY6AD72DYOUW · pith_short_16: ZY6AD72DYOUWR3YE · pith_short_8: ZY6AD72D

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/ZY6AD72DYOUWR3YEP36VC2ZZ5W \
  | 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: ce3c01ff43c3a968ef047efd516b39ed855ba75dd80c53bc37bdfa3899da7303

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b04bf306a9a10c7bc63fa20a2f776dfed054ea266f084a12fe93f5ae57be87d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-11T15:40:57Z",
    "title_canon_sha256": "894d86783552aef0408509f412f8ac7ae232cb5b305c10d101aaedcd402c078e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.06020",
    "kind": "arxiv",
    "version": 1
  }
}