Pith Number

pith:7MFU4YXP

pith:2020:7MFU4YXPO2A3M6P6VHO3HQQTOM

not attested not anchored not stored refs pending

Revisiting Membership Inference Under Realistic Assumptions

Bargav Jayaraman, David Evans, Katherine Knipmeyer, Lingxiao Wang, Quanquan Gu

arxiv:2005.10881 v5 · 2020-05-21 · cs.CR · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7MFU4YXPO2A3M6P6VHO3HQQTOM}

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

3 papers in Pith

CheckMIABench: Firm Foundations For Membership Inference Attacks on Language Models

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

A Full-Pipeline Framework for Evaluating Membership Inference Attacks in Machine Learning

Receipt and verification

First computed	2026-07-05T02:06:50.110766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb0b4e62ef7681b679fea9ddb3c2137318b0fbb77a0d78b4a44011e4a0a4b5d9

Aliases

arxiv: 2005.10881 · arxiv_version: 2005.10881v5 · doi: 10.48550/arxiv.2005.10881 · pith_short_12: 7MFU4YXPO2A3 · pith_short_16: 7MFU4YXPO2A3M6P6 · pith_short_8: 7MFU4YXP

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/7MFU4YXPO2A3M6P6VHO3HQQTOM \
  | 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: fb0b4e62ef7681b679fea9ddb3c2137318b0fbb77a0d78b4a44011e4a0a4b5d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8f3c9e5c00639da87e79a5da3cf784862d01f04e8415fa049bc768654285062",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2020-05-21T20:17:42Z",
    "title_canon_sha256": "b992e446e7e4d81a477187fe99e10038e7aed681c6e99ce40202dbbcb3a785b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.10881",
    "kind": "arxiv",
    "version": 5
  }
}