Pith Number

pith:SZ7TIR3Y

pith:2024:SZ7TIR3YCQNVDES2UICOEWFQ5P

not attested not anchored not stored refs pending

Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses

Baoli Chong, Bin Chen, Hao Fang, Hongyao Yu, Jiawei Kong, Ke Xu, Shu-Tao Xia, Wenbo Yu, Xuan Wang, Yixiang Qiu

arxiv:2402.04013 v2 · 2024-02-06 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SZ7TIR3YCQNVDES2UICOEWFQ5P}

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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

Leaking Circuit Secrets: Gradient Leakage Attacks on Graph Neural Networks

Bypassing Copyright Protection in Diffusion-based Customization via Two-Stage Latent Feature Optimization

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

Safety, Security, and Cognitive Risks in World Models

Before the Mic: Physical-Layer Voiceprint Anonymization with Acoustic Metamaterials

Receipt and verification

First computed	2026-07-05T09:05:33.770436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

967f344778141b51925aa204e258b0ebeb182089a3872f6307445984d8bc6e54

Aliases

arxiv: 2402.04013 · arxiv_version: 2402.04013v2 · doi: 10.48550/arxiv.2402.04013 · pith_short_12: SZ7TIR3YCQNV · pith_short_16: SZ7TIR3YCQNVDES2 · pith_short_8: SZ7TIR3Y

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/SZ7TIR3YCQNVDES2UICOEWFQ5P \
  | 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: 967f344778141b51925aa204e258b0ebeb182089a3872f6307445984d8bc6e54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10bd9f0ca88c7aea5c411f68513aa4f338a3f79333979682393626a051640e4f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-06T14:06:23Z",
    "title_canon_sha256": "cf7a79dee304a4886a036b9822ca734af02766ef3830c66e2417a1126ba18d18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04013",
    "kind": "arxiv",
    "version": 2
  }
}