Pith. sign in
Pith Number

pith:WLINJR5F

pith:2024:WLINJR5FDFN7XF3XPXCSC6AKQP
not attested not anchored not stored refs pending

FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning

Donghao Li, Gongxi Zhu, Hanlin Gu, Lixin Fan, Yuan Yao, Yuxing Han

arxiv:2402.06289 v3 · 2024-02-09 · cs.LG · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WLINJR5FDFN7XF3XPXCSC6AKQP}

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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.
Receipt and verification
First computed 2026-07-05T10:40:00.049285Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b2d0d4c7a5195bfb97777dc521780a83ff998e517ab2c3a76983be9489256b24

Aliases

arxiv: 2402.06289 · arxiv_version: 2402.06289v3 · doi: 10.48550/arxiv.2402.06289 · pith_short_12: WLINJR5FDFN7 · pith_short_16: WLINJR5FDFN7XF3X · pith_short_8: WLINJR5F
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WLINJR5FDFN7XF3XPXCSC6AKQP \
  | 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: b2d0d4c7a5195bfb97777dc521780a83ff998e517ab2c3a76983be9489256b24
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2f111e57f0a353e354e2bcd3721aec081848ffd7ecbf0f7ee50101e6c417cd3d",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-09T09:58:35Z",
    "title_canon_sha256": "448bf0bf0ded57ac6700598f2c188f35a54c5b53093ba46648fdf0850b54e57a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06289",
    "kind": "arxiv",
    "version": 3
  }
}