Pith Number

pith:2A24XJKU

pith:2023:2A24XJKUKYRE5QLA44BCQLZXAK

not attested not anchored not stored refs pending

Improving Fast Adversarial Training with Prior-Guided Knowledge

Baoyuan Wu, Jue Wang, Ke Ma, Xiaochun Cao, Xiaojun Jia, Xingxing Wei, Yong Zhang

arxiv:2304.00202 v2 · 2023-04-01 · 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{2A24XJKUKYRE5QLA44BCQLZXAK}

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	2026-07-05T05:58:29.542911Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d035cba55456224ec160e702282f3702bd1a7002dbd4f15ddf4ea36d29c8cf3e

Aliases

arxiv: 2304.00202 · arxiv_version: 2304.00202v2 · doi: 10.48550/arxiv.2304.00202 · pith_short_12: 2A24XJKUKYRE · pith_short_16: 2A24XJKUKYRE5QLA · pith_short_8: 2A24XJKU

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/2A24XJKUKYRE5QLA44BCQLZXAK \
  | 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: d035cba55456224ec160e702282f3702bd1a7002dbd4f15ddf4ea36d29c8cf3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "478516003430739bcaec37129153624ff84d13bfd3abf01fe775540c0e3d57f2",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-01T02:18:12Z",
    "title_canon_sha256": "34763e3665994245a723fe3bae86adb4c0c2f1a4b77cee342899ad6b0bd996a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.00202",
    "kind": "arxiv",
    "version": 2
  }
}