Pith Number

pith:3QKFIPE2

pith:2022:3QKFIPE2MG6FQICOGE6QDAEJ2E

not attested not anchored not stored refs pending

Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack

Binghui Xie, Bo Han, Feng Liu, Gang Niu, James Cheng, Jiongxiao Wang, Kaiwen Zhou, Ruize Gao

arxiv:2206.07314 v1 · 2022-06-15 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3QKFIPE2MG6FQICOGE6QDAEJ2E}

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	2026-07-05T04:32:03.376287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc14543c9a61bc58204e313d018089d13540975f4e53f381769684bf72858edd

Aliases

arxiv: 2206.07314 · arxiv_version: 2206.07314v1 · doi: 10.48550/arxiv.2206.07314 · pith_short_12: 3QKFIPE2MG6F · pith_short_16: 3QKFIPE2MG6FQICO · pith_short_8: 3QKFIPE2

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/3QKFIPE2MG6FQICOGE6QDAEJ2E \
  | 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: dc14543c9a61bc58204e313d018089d13540975f4e53f381769684bf72858edd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e05055ec748cdaa6046991d33104220e1a961c8b8e6cb7fd5dcf36d4ac555fe",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-15T06:00:57Z",
    "title_canon_sha256": "fa07c53dc6cfe8c5576022026dae51ec3cfb5b0f3a377125ddd1afb4d1213836"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.07314",
    "kind": "arxiv",
    "version": 1
  }
}