Pith Number

pith:QJMS4NNM

pith:2023:QJMS4NNMR4HTSGU4RMG6N3G3FE

not attested not anchored not stored refs pending

Black-box Membership Inference Attacks against Fine-tuned Diffusion Models

Tianhao Wang, Yan Pang

arxiv:2312.08207 v5 · 2023-12-13 · cs.CR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QJMS4NNMR4HTSGU4RMG6N3G3FE}

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

2 papers in Pith

ImageAuditor: Membership Inference Attack against Image-based Retrieval-Augmented Generation

The Silent Brush: Evaluating Artistic Style Leakage in AI Art Generation

Receipt and verification

First computed	2026-07-05T09:03:17.724186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82592e35ac8f0f391a9c8b0de6ecdb2909089ee87cccbb5cabbf30bb8fea96e7

Aliases

arxiv: 2312.08207 · arxiv_version: 2312.08207v5 · doi: 10.48550/arxiv.2312.08207 · pith_short_12: QJMS4NNMR4HT · pith_short_16: QJMS4NNMR4HTSGU4 · pith_short_8: QJMS4NNM

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/QJMS4NNMR4HTSGU4RMG6N3G3FE \
  | 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: 82592e35ac8f0f391a9c8b0de6ecdb2909089ee87cccbb5cabbf30bb8fea96e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e132c8a2f4dfecb6e688a353c5b8226ccee6c8608be6fe63babcf1b13809ae4d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-12-13T15:25:39Z",
    "title_canon_sha256": "829814f990d8427d50c36f491763fa41df1c85e4b6a1c0777279ea7d0645cac6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08207",
    "kind": "arxiv",
    "version": 5
  }
}