Pith Number

pith:2FIH6WAI

pith:2025:2FIH6WAIRL42NUNXFHYQBOUZTY

not attested not anchored not stored refs pending

DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning

Joseph Yousry Attalla, Kaixiang Zhao, Qian Lou, Yushun Dong

arxiv:2507.05649 v2 · 2025-07-08 · cs.CR · cs.AI · 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{2FIH6WAIRL42NUNXFHYQBOUZTY}

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

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives

Receipt and verification

First computed	2026-07-05T11:36:34.724321Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1507f58088af9a6d1b729f100ba999e32e1a065dfdce88b7cbe272d30dc8bd1

Aliases

arxiv: 2507.05649 · arxiv_version: 2507.05649v2 · doi: 10.48550/arxiv.2507.05649 · pith_short_12: 2FIH6WAIRL42 · pith_short_16: 2FIH6WAIRL42NUNX · pith_short_8: 2FIH6WAI

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/2FIH6WAIRL42NUNXFHYQBOUZTY \
  | 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: d1507f58088af9a6d1b729f100ba999e32e1a065dfdce88b7cbe272d30dc8bd1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c44edb0f44d84d3cac54fe0388dd7ea76621fb72413afd762cde9bb0d7d99e2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-08T04:01:53Z",
    "title_canon_sha256": "f33312a6d7182a49ab1edb22247e70753647fb695779e315a9ce364c877d58dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05649",
    "kind": "arxiv",
    "version": 2
  }
}