Pith Number

pith:77VWDOCL

pith:2023:77VWDOCLOXBJ26Z77VZLUO3CBG

not attested not anchored not stored refs pending

Does Black-box Attribute Inference Attacks on Graph Neural Networks Constitute Privacy Risk?

Anmar Hizber, Iyiola E. Olatunji, Megha Khosla, Oliver Sihlovec

arxiv:2306.00578 v1 · 2023-06-01 · cs.LG · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{77VWDOCLOXBJ26Z77VZLUO3CBG}

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

Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses

Receipt and verification

First computed	2026-07-05T06:16:28.443006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ffeb61b84b75c29d7b3ffd72ba3b62098c262ccddd960618ab4cfebfdd9fcfe1

Aliases

arxiv: 2306.00578 · arxiv_version: 2306.00578v1 · doi: 10.48550/arxiv.2306.00578 · pith_short_12: 77VWDOCLOXBJ · pith_short_16: 77VWDOCLOXBJ26Z7 · pith_short_8: 77VWDOCL

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/77VWDOCLOXBJ26Z77VZLUO3CBG \
  | 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: ffeb61b84b75c29d7b3ffd72ba3b62098c262ccddd960618ab4cfebfdd9fcfe1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf7dd8384770a67218e5731d1f802e43f3085cfb28ec02d66115946ae6979325",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-01T11:49:43Z",
    "title_canon_sha256": "274ff489d6d0dc5046a8b2722fe003d344dae164844fdc98c4c36fdc44df637f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00578",
    "kind": "arxiv",
    "version": 1
  }
}