Pith Number

pith:7JJWT4TN

pith:2021:7JJWT4TNLGUW4FVCYQRBPHNJIU

not attested not anchored not stored refs pending

A Review of Adversarial Attack and Defense for Classification Methods

Cho-Jui Hsieh, Minhao Cheng, Thomas C. M. Lee, Yao Li

arxiv:2111.09961 v1 · 2021-11-18 · cs.CR · 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{7JJWT4TNLGUW4FVCYQRBPHNJIU}

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

Reliable Evaluation of Attribution Maps in CNNs: A Perturbation-Based Approach

Receipt and verification

First computed	2026-07-05T03:33:26.252359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa5369f26d59a96e16a2c422179da945257afc31b338853a83adceccc0e0e5d4

Aliases

arxiv: 2111.09961 · arxiv_version: 2111.09961v1 · doi: 10.48550/arxiv.2111.09961 · pith_short_12: 7JJWT4TNLGUW · pith_short_16: 7JJWT4TNLGUW4FVC · pith_short_8: 7JJWT4TN

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/7JJWT4TNLGUW4FVCYQRBPHNJIU \
  | 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: fa5369f26d59a96e16a2c422179da945257afc31b338853a83adceccc0e0e5d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f6c374866c3b302e2e6a3248af9940ab48a9251259e23f758dc40a011c7acbb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-11-18T22:13:43Z",
    "title_canon_sha256": "250f4a9e7300e684814d4d5455f7a008bae8a6bed8b5915cb70d3f20d3a0e48f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.09961",
    "kind": "arxiv",
    "version": 1
  }
}