Pith Number

pith:5MQAEBH3

pith:2023:5MQAEBH3RKL6XZXOAUWWOGAH63

not attested not anchored not stored refs pending

Adversarial Machine Learning for Social Good: Reframing the Adversary as an Ally

Adnan Qayyum, Ala Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato, Hassan Ali, Junaid Qadir, Mohamed Abdallah, Shawqi Al-Maliki

arxiv:2310.03614 v1 · 2023-10-05 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5MQAEBH3RKL6XZXOAUWWOGAH63}

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	2026-07-05T06:57:35.674726Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb200204fb8a97ebe6ee052d671807f6cd0959da5316fa81e6037281abc4b9cb

Aliases

arxiv: 2310.03614 · arxiv_version: 2310.03614v1 · doi: 10.48550/arxiv.2310.03614 · pith_short_12: 5MQAEBH3RKL6 · pith_short_16: 5MQAEBH3RKL6XZXO · pith_short_8: 5MQAEBH3

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/5MQAEBH3RKL6XZXOAUWWOGAH63 \
  | 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: eb200204fb8a97ebe6ee052d671807f6cd0959da5316fa81e6037281abc4b9cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0449ad683b3d99584ab40261440695f8dda32ce9dd257a7eb7fd0ddd0d7678ac",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-05T15:49:04Z",
    "title_canon_sha256": "74299898db0d22f6076abc2040e04ff87005856b765a709eec6e3e68035803aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03614",
    "kind": "arxiv",
    "version": 1
  }
}