Pith Number

pith:ROOI4P2E

pith:2025:ROOI4P2EUYHAAWVMNPVPUUDKQC

not attested not anchored not stored refs pending

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition

Bolin Shen, Ken Anderson, Menghan Lin, Molei Liu, Tianxi Cai, Yushun Dong, Zebin Wang

arxiv:2506.17709 v1 · 2025-06-21 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ROOI4P2EUYHAAWVMNPVPUUDKQC}

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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

4 papers in Pith

AGDN: Learning to Solve Traveling Salesman Problem with Anisotropic Graph Diffusion Network

GraphIP-Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It?

Can Subgraph Explanations Be Weaponized to Steal Graph Neural Networks?

GraphIP-Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It?

Receipt and verification

First computed	2026-07-05T11:33:25.030863Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b9c8e3f44a60e005aac6beafa506a809cf573d62b6e00c9be61b4b98c075107

Aliases

arxiv: 2506.17709 · arxiv_version: 2506.17709v1 · doi: 10.48550/arxiv.2506.17709 · pith_short_12: ROOI4P2EUYHA · pith_short_16: ROOI4P2EUYHAAWVM · pith_short_8: ROOI4P2E

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/ROOI4P2EUYHAAWVMNPVPUUDKQC \
  | 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: 8b9c8e3f44a60e005aac6beafa506a809cf573d62b6e00c9be61b4b98c075107

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63630f505f660d7ff0ead17fdf05e2f4ec26b585cf539ef8540fde5363986784",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-21T13:11:42Z",
    "title_canon_sha256": "d456a5dfa7dc23f947819221f9904cf92ad0516985347d35037d036814ce6b3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17709",
    "kind": "arxiv",
    "version": 1
  }
}