Pith Number

pith:QCBUDLS4

pith:2021:QCBUDLS45TZNPU6XNLQ3UGRPRK

not attested not anchored not stored refs pending

Practical Blind Membership Inference Attack via Differential Comparisons

Bo Hui, Haolin Yuan, Neil Zhenqiang Gong, Philippe Burlina, Yinzhi Cao, Yuchen Yang

arxiv:2101.01341 v2 · 2021-01-05 · cs.CR · 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{QCBUDLS45TZNPU6XNLQ3UGRPRK}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T04:48:33.506819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

808341ae5cecf2d7d3d76ae1ba1a2f8abcd7cf3bccd30638e35ca28942da0dbd

Aliases

arxiv: 2101.01341 · arxiv_version: 2101.01341v2 · doi: 10.48550/arxiv.2101.01341 · pith_short_12: QCBUDLS45TZN · pith_short_16: QCBUDLS45TZNPU6X · pith_short_8: QCBUDLS4

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/QCBUDLS45TZNPU6XNLQ3UGRPRK \
  | 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: 808341ae5cecf2d7d3d76ae1ba1a2f8abcd7cf3bccd30638e35ca28942da0dbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83015dd55ffe7a8fc93090f2d3b5661679cb368a18d8915b546845086167bac9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-01-05T04:07:15Z",
    "title_canon_sha256": "5dbaebe64394b316b1eb342fd8c0a4a866e37e9215d3e5ccf8389b30a6bb110d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.01341",
    "kind": "arxiv",
    "version": 2
  }
}