Pith Number

pith:VG2RUXN4

pith:2024:VG2RUXN4H6F6UOOA7GMKZYHGQM

not attested not anchored not stored refs pending

Model Inversion Attacks: A Survey of Approaches and Countermeasures

Bo Han, Fengfei Yu, Jianing Zhu, Tongliang Liu, Xiong Peng, Xuan Li, Zhanke Zhou

arxiv:2411.10023 v3 · 2024-11-15 · 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{VG2RUXN4H6F6UOOA7GMKZYHGQM}

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

Don't Trust Us: A privacy-by-design android malware detection pipeline

Rethinking Generative Reconstruction Attacks against Graph Neural Network Models

LLM Harms: A Taxonomy and Discussion

Receipt and verification

First computed	2026-08-18T01:13:46.633027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9b51a5dbc3f8bea39c0f998ace0e68316cbedde34277de3d83e70a0078091c5

Aliases

arxiv: 2411.10023 · arxiv_version: 2411.10023v3 · doi: 10.48550/arxiv.2411.10023 · pith_short_12: VG2RUXN4H6F6 · pith_short_16: VG2RUXN4H6F6UOOA · pith_short_8: VG2RUXN4

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/VG2RUXN4H6F6UOOA7GMKZYHGQM \
  | 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: a9b51a5dbc3f8bea39c0f998ace0e68316cbedde34277de3d83e70a0078091c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cbf9178acca8927cc928560bd97e6cbe2f9d17eca239da0909e3c33850504e5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-15T08:09:28Z",
    "title_canon_sha256": "84e744ded2e14925028433ac0b459829ada1c36d15fb84074aa2a5a93c2953de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10023",
    "kind": "arxiv",
    "version": 3
  }
}