Pith. sign in
Pith Number

pith:PQPJ5WXT

pith:2024:PQPJ5WXTRBO5QEUVFDVG3NLMDZ
not attested not anchored not stored refs pending

CLMIA: Membership Inference Attacks via Unsupervised Contrastive Learning

Anhui University), Depeng Chen, Hong Zhong (School of Computer Science, Jie Cui, Technology, Xiao Liu

arxiv:2411.11144 v1 · 2024-11-17 · cs.LG · cs.AI · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PQPJ5WXTRBO5QEUVFDVG3NLMDZ}

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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 2026-07-05T09:36:51.992411Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7c1e9edaf3885dd8129528ea6db56c1e4c34060d1b9f69276be760245963da40

Aliases

arxiv: 2411.11144 · arxiv_version: 2411.11144v1 · doi: 10.48550/arxiv.2411.11144 · pith_short_12: PQPJ5WXTRBO5 · pith_short_16: PQPJ5WXTRBO5QEUV · pith_short_8: PQPJ5WXT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PQPJ5WXTRBO5QEUVFDVG3NLMDZ \
  | 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: 7c1e9edaf3885dd8129528ea6db56c1e4c34060d1b9f69276be760245963da40
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e307a6347c33f7dc198e14f6782fe4919b5c505b016bec3e30b5c20cfe1e5766",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-17T18:25:01Z",
    "title_canon_sha256": "101c653a511a06cdea1a50e9313741cc16b4973ea051bf081c5a3385114cd680"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11144",
    "kind": "arxiv",
    "version": 1
  }
}