Pith Number

pith:5SOL32JG

pith:2025:5SOL32JG4JKWBNX3ROL6DOEKAH

not attested not anchored not stored refs pending

Rethinking Membership Inference Attacks Against Transfer Learning

Cong Wu, Guowen Xu, Hao Ren, Jing Chen, Kun He, Qianru Fang, Yang Liu, Yang Xiang, Ziming Zhao

arxiv:2501.11577 v1 · 2025-01-20 · cs.CR · 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{5SOL32JG4JKWBNX3ROL6DOEKAH}

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.

Receipt and verification

First computed	2026-07-05T10:03:11.105924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec9cbde926e25560b6fb8b97e1b88a01dc992704ef8ea56e9ea79819faec5b06

Aliases

arxiv: 2501.11577 · arxiv_version: 2501.11577v1 · doi: 10.48550/arxiv.2501.11577 · pith_short_12: 5SOL32JG4JKW · pith_short_16: 5SOL32JG4JKWBNX3 · pith_short_8: 5SOL32JG

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/5SOL32JG4JKWBNX3ROL6DOEKAH \
  | 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: ec9cbde926e25560b6fb8b97e1b88a01dc992704ef8ea56e9ea79819faec5b06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3574d418df533541eb404fd6f965e91a933ea8cb2c67428a819379d7ae185d08",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-20T16:28:04Z",
    "title_canon_sha256": "1112e559cd09e537eb32f79fdbc68d5eeaae71e9cc892f2ceba3c8a818c40b1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11577",
    "kind": "arxiv",
    "version": 1
  }
}