Pith Number

pith:X463EKGE

pith:2024:X463EKGEBZKF2RLZMAKXDZXFXF

not attested not anchored not stored refs pending

$\sigma$-zero: Gradient-based Optimization of $\ell_0$-norm Adversarial Examples

Antonio Emanuele Cin\`a, Battista Biggio, Francesco Villani, Lea Sch\"onherr, Marcello Pelillo, Maura Pintor

arxiv:2402.01879 v3 · 2024-02-02 · 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{X463EKGEBZKF2RLZMAKXDZXFXF}

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

Adversarial Machine Learning Attacks on Financial Reporting via Maximum Violated Multi-Objective Attack

Receipt and verification

First computed	2026-07-05T10:25:04.475805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf3db228c40e545d4579601571e6e5b976f0a3d81aa091cb0eac13c76f065c10

Aliases

arxiv: 2402.01879 · arxiv_version: 2402.01879v3 · doi: 10.48550/arxiv.2402.01879 · pith_short_12: X463EKGEBZKF · pith_short_16: X463EKGEBZKF2RLZ · pith_short_8: X463EKGE

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/X463EKGEBZKF2RLZMAKXDZXFXF \
  | 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: bf3db228c40e545d4579601571e6e5b976f0a3d81aa091cb0eac13c76f065c10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ddae5c0e31f4cd53a73bc227b9833260b2ff1aa98ddb4d93f4b0704688f7193",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-02T20:08:11Z",
    "title_canon_sha256": "df928b3eb3c94745fe1c935cb650a2ca41235db238ef97462bb4f84ed7456eba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01879",
    "kind": "arxiv",
    "version": 3
  }
}