Pith Number

pith:6ELPMYF5

pith:2017:6ELPMYF57D527BFZP3YXY57U2S

not attested not anchored not stored refs pending

LOGAN: Membership Inference Attacks Against Generative Models

Emiliano De Cristofaro, George Danezis, Jamie Hayes, Luca Melis

arxiv:1705.07663 v4 · 2017-05-22 · cs.CR · cs.LG

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\usepackage{pith}
\pithnumber{6ELPMYF57D527BFZP3YXY57U2S}

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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

5 papers in Pith

Single-Sample Black-Box Membership Inference Attack against Vision-Language Models via Cross-modal Semantic Alignment

Hey, That's My Data! Token-Only Dataset Inference in Large Language Models

Cross-Flow Correlations Survive Synthesis: Measuring Source-Level Privacy Leakage in Synthetic Network Traces

Noise Aggregation Analysis Driven by Small-Noise Injection: Efficient Membership Inference for Diffusion Models

FERMI: Exploiting Relations for Membership Inference Against Tabular Diffusion Models

Receipt and verification

First computed	2026-05-18T00:07:43.848586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f116f660bdf8fbaf84b97ef17c77f4d4b093e39d896d6db460da33c3ea04fa68

Aliases

arxiv: 1705.07663 · arxiv_version: 1705.07663v4 · doi: 10.48550/arxiv.1705.07663 · pith_short_12: 6ELPMYF57D52 · pith_short_16: 6ELPMYF57D527BFZ · pith_short_8: 6ELPMYF5

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/6ELPMYF57D527BFZP3YXY57U2S \
  | 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: f116f660bdf8fbaf84b97ef17c77f4d4b093e39d896d6db460da33c3ea04fa68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0418d8d66fb1080480e3a7ca733c252ab39ed4e6ee5c08c630b9443adcf87f98",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2017-05-22T11:05:06Z",
    "title_canon_sha256": "00881adcd2013d525a682e4c58e650cd2fe886bf8bd8137a3d0cfdc777420214"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.07663",
    "kind": "arxiv",
    "version": 4
  }
}