Pith Number

pith:LGQJPGPD

pith:2023:LGQJPGPD266YRO55Z5IFUPXGYQ

not attested not anchored not stored refs pending

Adversarial-Aware Deep Learning System based on a Secondary Classical Machine Learning Verification Approach

Abdulmajeed Alghamdi, Cliff Zou, Hisham Kholidy, Mnassar Alyami, Mohammed Alkhowaiter

arxiv:2306.00314 v1 · 2023-06-01 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LGQJPGPD266YRO55Z5IFUPXGYQ}

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	2026-07-05T06:16:24.869348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59a09799e3d7bd88bbbdcf505a3ee6c402b0bf957c36baedaf957788ab953163

Aliases

arxiv: 2306.00314 · arxiv_version: 2306.00314v1 · doi: 10.48550/arxiv.2306.00314 · pith_short_12: LGQJPGPD266Y · pith_short_16: LGQJPGPD266YRO55 · pith_short_8: LGQJPGPD

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/LGQJPGPD266YRO55Z5IFUPXGYQ \
  | 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: 59a09799e3d7bd88bbbdcf505a3ee6c402b0bf957c36baedaf957788ab953163

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3ad179be0f448b9195f48516f3871e4dd16388720bd39033be73f5171a59402",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-06-01T03:25:50Z",
    "title_canon_sha256": "8ad43329f148b243848c37f09f2143d14d5e1d719685d81a6423ad5056280702"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00314",
    "kind": "arxiv",
    "version": 1
  }
}