Pith Number

pith:XOWFD3SG

pith:2021:XOWFD3SGLRU4KALTP3WQD4CDWA

not attested not anchored not stored refs pending

Multi-stage Optimization based Adversarial Training

Chuanbiao Song, Kun He, Liwei Wang, Xiaosen Wang

arxiv:2106.15357 v1 · 2021-06-26 · 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{XOWFD3SGLRU4KALTP3WQD4CDWA}

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

Enhancing Adversarial Transferability via Component-Wise Transformation

Receipt and verification

First computed	2026-07-05T02:53:16.778223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbac51ee465c69c501737eed01f043b03874f75a0975ccfa9ba8571fa31b5930

Aliases

arxiv: 2106.15357 · arxiv_version: 2106.15357v1 · doi: 10.48550/arxiv.2106.15357 · pith_short_12: XOWFD3SGLRU4 · pith_short_16: XOWFD3SGLRU4KALT · pith_short_8: XOWFD3SG

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/XOWFD3SGLRU4KALTP3WQD4CDWA \
  | 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: bbac51ee465c69c501737eed01f043b03874f75a0975ccfa9ba8571fa31b5930

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4566abd11b4cb6f10aa30f980a14fd4edce56e58a76b943aefb351f9fbf51579",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-26T07:59:52Z",
    "title_canon_sha256": "513c36d6b3d68d33c203a8709400a16148b233784d75aa57d7c57bed1e1945de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.15357",
    "kind": "arxiv",
    "version": 1
  }
}