Pith. sign in
Pith Number

pith:RSCC5XG4

pith:2025:RSCC5XG42SOC7WJ57NS5AKD75G
not attested not anchored not stored refs pending

Towards Label-Only Membership Inference Attack against Pre-trained Large Language Models

Boheng Li, Chun Chen, Kui Ren, Liu Liu, Wei Dong, Yiming Li, Yu He, Zhan Qin, Zhongjie Ba

arxiv:2502.18943 v1 · 2025-02-26 · cs.CR · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RSCC5XG42SOC7WJ57NS5AKD75G}

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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 2026-07-05T10:20:23.671573Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8c842edcdcd49c2fd93dfb65d0287fe990f04fa08e456a8a2f4d7ea4972e390a

Aliases

arxiv: 2502.18943 · arxiv_version: 2502.18943v1 · doi: 10.48550/arxiv.2502.18943 · pith_short_12: RSCC5XG42SOC · pith_short_16: RSCC5XG42SOC7WJ5 · pith_short_8: RSCC5XG4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RSCC5XG42SOC7WJ57NS5AKD75G \
  | 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: 8c842edcdcd49c2fd93dfb65d0287fe990f04fa08e456a8a2f4d7ea4972e390a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9bf2a8fb78fd78add3b1c9eb3ebd780c6ebb007369e4602e4c6ca0fdf00efd05",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-02-26T08:47:19Z",
    "title_canon_sha256": "a746f3374e4c5d9f1c5f64a8e2e47d743ae71a6e1b80428a6252b909aae5ca04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18943",
    "kind": "arxiv",
    "version": 1
  }
}