Pith Number

pith:VTRWE2QZ

pith:2024:VTRWE2QZMLL2NHU2K2GMVVM37C

not attested not anchored not stored refs pending

AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples

Ambra Demontis, Antonio Emanuele Cin\`a, Battista Biggio, Fabio Roli, Ismail Ben Ayed, J\'er\^ome Rony, Luca Demetrio, Maura Pintor

arxiv:2404.19460 v3 · 2024-04-30 · cs.LG · cs.CR · 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{VTRWE2QZMLL2NHU2K2GMVVM37C}

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	2026-07-05T11:01:24.349779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ace3626a1962d7a69e9a568ccad59bf89be4edb3bc25bcdb46df0f6ca8231cbd

Aliases

arxiv: 2404.19460 · arxiv_version: 2404.19460v3 · doi: 10.48550/arxiv.2404.19460 · pith_short_12: VTRWE2QZMLL2 · pith_short_16: VTRWE2QZMLL2NHU2 · pith_short_8: VTRWE2QZ

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/VTRWE2QZMLL2NHU2K2GMVVM37C \
  | 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: ace3626a1962d7a69e9a568ccad59bf89be4edb3bc25bcdb46df0f6ca8231cbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "527db813a89e749a87e1788bb5a61d9551b97b53a22fd9f26cf8ce6ab0c0f6b8",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-30T11:19:05Z",
    "title_canon_sha256": "1f8f26e98706a6c7b2bc72ea8614fd4c9117e7437fa4b875347d012eaf7f6eeb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.19460",
    "kind": "arxiv",
    "version": 3
  }
}