Pith Number

pith:RQV2T27H

pith:2016:RQV2T27HP7OJXTZXSI5P56G5WD

not attested not anchored not stored refs pending

Membership Inference Attacks against Machine Learning Models

Congzheng Song, Marco Stronati, Reza Shokri, Vitaly Shmatikov

arxiv:1610.05820 v2 · 2016-10-18 · cs.CR · cs.LG · 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{RQV2T27HP7OJXTZXSI5P56G5WD}

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

Asking Back: Interaction-Layer Antidistillation Watermarks

SoK: A Comprehensive Analysis of the Current Status of Neural Tangent Generalization Attacks with Research Directions

Machine Unlearning for Class Removal through SISA-based Deep Neural Network Architectures

Receipt and verification

First computed	2026-05-18T00:47:26.729292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c2ba9ebe77fdc9bcf37923afef8ddb0e3a701b27151bb1e6729642733ee7c31

Aliases

arxiv: 1610.05820 · arxiv_version: 1610.05820v2 · doi: 10.48550/arxiv.1610.05820 · pith_short_12: RQV2T27HP7OJ · pith_short_16: RQV2T27HP7OJXTZX · pith_short_8: RQV2T27H

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/RQV2T27HP7OJXTZXSI5P56G5WD \
  | 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: 8c2ba9ebe77fdc9bcf37923afef8ddb0e3a701b27151bb1e6729642733ee7c31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26d7e6cffac5aca44c9ca9c7c5a5890a91d5f1ddc22c244fae11954fdc8ae78c",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2016-10-18T22:38:33Z",
    "title_canon_sha256": "12d5481a4c52b94a589387e10f2ed67de3bd411b8a28454bf822714230da6464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.05820",
    "kind": "arxiv",
    "version": 2
  }
}