Pith Number

pith:BSE77VLP

pith:2025:BSE77VLPQLPGENOFVFPULZDRIN

not attested not anchored not stored refs pending

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble

Chengyu Zhang, Lei Yu, Nathalie Baracaldo, Swanand Kadhe, Yuetian Chen, Zhiqi Wang

arxiv:2506.13972 v2 · 2025-06-16 · 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{BSE77VLPQLPGENOFVFPULZDRIN}

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	2026-07-05T11:31:28.526971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c89ffd56f82de6235c5a95f45e471435190a7af57eccc4dc6f2754f8601f3b4

Aliases

arxiv: 2506.13972 · arxiv_version: 2506.13972v2 · doi: 10.48550/arxiv.2506.13972 · pith_short_12: BSE77VLPQLPG · pith_short_16: BSE77VLPQLPGENOF · pith_short_8: BSE77VLP

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/BSE77VLPQLPGENOFVFPULZDRIN \
  | 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: 0c89ffd56f82de6235c5a95f45e471435190a7af57eccc4dc6f2754f8601f3b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "803ae2cbf474865635a0f15df44f7cc3149612ec207aa9dcb14ee41e1acffeae",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-16T20:22:07Z",
    "title_canon_sha256": "20b340435bb7d324b420157baa570efef1f5f3797f9d363236e75e4afb7ca984"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13972",
    "kind": "arxiv",
    "version": 2
  }
}