Pith Number

pith:PZ7K3EDO

pith:2019:PZ7K3EDO7FOVE3MYPPFYURAB2N

not attested not anchored not stored refs pending

Scratch that! An Evolution-based Adversarial Attack against Neural Networks

Briland Hitaj, Farinaz Koushanfar, Gabriela Ciocarlie, Giacomo Boracchi, Loris Rossi, Malhar Jere

arxiv:1912.02316 v3 · 2019-12-05 · cs.NE · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PZ7K3EDO7FOVE3MYPPFYURAB2N}

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	2026-07-05T01:25:11.799493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e7ead906ef95d526d987bcb8a4401d35d32e12a60f36fcda09fc40bda743534

Aliases

arxiv: 1912.02316 · arxiv_version: 1912.02316v3 · doi: 10.48550/arxiv.1912.02316 · pith_short_12: PZ7K3EDO7FOV · pith_short_16: PZ7K3EDO7FOVE3MY · pith_short_8: PZ7K3EDO

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/PZ7K3EDO7FOVE3MYPPFYURAB2N \
  | 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: 7e7ead906ef95d526d987bcb8a4401d35d32e12a60f36fcda09fc40bda743534

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3434c2ab9d3bb829d01123d76c07ce4c3edad5482d03a8ce62e188141dbb4083",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2019-12-05T00:11:34Z",
    "title_canon_sha256": "9e68aa06fa5aeb5285bee5c95374048aa16039d39986faff58de610c3b3f6e44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.02316",
    "kind": "arxiv",
    "version": 3
  }
}