Pith Number

pith:24RGIAS2

pith:2022:24RGIAS2JZPK44NTLTX5BLACMQ

not attested not anchored not stored refs pending

GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation

Ali Shahin Shamsabadi, Aur\'elien Bellet, Daniel Gatica-Perez, Sina Sajadmanesh

arxiv:2203.00949 v3 · 2022-03-02 · cs.LG · 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{24RGIAS2JZPK44NTLTX5BLACMQ}

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

Bayesian Membership Privacy for Graph Neural Networks

Receipt and verification

First computed	2026-07-05T05:17:25.629363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d72264025a4e5eae71b35cefd0ac026409cfc42eaf3880757a22cec171923c4e

Aliases

arxiv: 2203.00949 · arxiv_version: 2203.00949v3 · doi: 10.48550/arxiv.2203.00949 · pith_short_12: 24RGIAS2JZPK · pith_short_16: 24RGIAS2JZPK44NT · pith_short_8: 24RGIAS2

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/24RGIAS2JZPK44NTLTX5BLACMQ \
  | 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: d72264025a4e5eae71b35cefd0ac026409cfc42eaf3880757a22cec171923c4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3eeec149e0f3f1d01e203c64e0a8789ada07ec0d732b8ddcf0a1332ba22112e1",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-02T08:58:07Z",
    "title_canon_sha256": "46f5b0a94d55c62ed0333698f65cb59d7e473890d78deb42cd5be48f53f59dc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.00949",
    "kind": "arxiv",
    "version": 3
  }
}