Pith Number

pith:A2JP7E23

pith:2023:A2JP7E23U7PLMKEQH5GMDENHC3

not attested not anchored not stored refs pending

An Incremental Gray-box Physical Adversarial Attack on Neural Network Training

Bassem Ouni, Moayad Aloqaily, Mohsen Guizani, Rabiah Al-qudah, Thierry Lestable

arxiv:2303.01245 v1 · 2023-02-20 · 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{A2JP7E23U7PLMKEQH5GMDENHC3}

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	2026-07-05T05:47:28.713750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0692ff935ba7deb628903f4cc191a716f1a5ee6825e754b43991be51105780a3

Aliases

arxiv: 2303.01245 · arxiv_version: 2303.01245v1 · doi: 10.48550/arxiv.2303.01245 · pith_short_12: A2JP7E23U7PL · pith_short_16: A2JP7E23U7PLMKEQ · pith_short_8: A2JP7E23

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/A2JP7E23U7PLMKEQH5GMDENHC3 \
  | 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: 0692ff935ba7deb628903f4cc191a716f1a5ee6825e754b43991be51105780a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68d31ca38c02d899049ed9d978c110df9493bcde83ffa3c006ab7e7878eb801f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-02-20T09:48:11Z",
    "title_canon_sha256": "a3582e450b16854f2cf37463c690667722c29a23ad614e9e8d226bac37fe9f16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.01245",
    "kind": "arxiv",
    "version": 1
  }
}