Pith Number

pith:TWYNWEAK

pith:2025:TWYNWEAK25Q6WC7VNGPEEJBEJE

not attested not anchored not stored refs pending

Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study

Elisabeth Gassiat, Eric Aubinais, Pablo Piantanida, Philippe Formont

arxiv:2502.06567 v2 · 2025-02-10 · stat.ML · 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{TWYNWEAK25Q6WC7VNGPEEJBEJE}

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	2026-05-27T01:05:33.359521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9db0db100ad761eb0bf5699e422424492b587af075d93f08746e45ec6dbb2ffa

Aliases

arxiv: 2502.06567 · arxiv_version: 2502.06567v2 · doi: 10.48550/arxiv.2502.06567 · pith_short_12: TWYNWEAK25Q6 · pith_short_16: TWYNWEAK25Q6WC7V · pith_short_8: TWYNWEAK

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/TWYNWEAK25Q6WC7VNGPEEJBEJE \
  | 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: 9db0db100ad761eb0bf5699e422424492b587af075d93f08746e45ec6dbb2ffa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0db954c72fc5a585d9eda80505b8a21c947326767843544b25fe7e2ed15721f4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-10T15:34:42Z",
    "title_canon_sha256": "c1636b35711e162cf0ec8b7b3a8d8a346200aaef45f1157127c026447bbc4f5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06567",
    "kind": "arxiv",
    "version": 2
  }
}