Pith Number

pith:P4TMKFOY

pith:2024:P4TMKFOYT3P2T5ICNKRN5YKVFZ

not attested not anchored not stored refs pending

Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Models

Chen Chen, Jie Ren, Jiliang Tang, Kangrui Chen, Lingjuan Lyu, Vikash Sehwag, Yue Xing

arxiv:2410.13088 v1 · 2024-10-16 · cs.LG · cs.CL · cs.MM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P4TMKFOYT3P2T5ICNKRN5YKVFZ}

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	2026-07-05T09:21:55.213137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f26c515d89edfa9f5026aa2dee1552e7becd092e855a6f054fc108a85a31cf4

Aliases

arxiv: 2410.13088 · arxiv_version: 2410.13088v1 · doi: 10.48550/arxiv.2410.13088 · pith_short_12: P4TMKFOYT3P2 · pith_short_16: P4TMKFOYT3P2T5IC · pith_short_8: P4TMKFOY

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/P4TMKFOYT3P2T5ICNKRN5YKVFZ \
  | 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: 7f26c515d89edfa9f5026aa2dee1552e7becd092e855a6f054fc108a85a31cf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a821cc320135a97f2897428d5100602e1bee4c1b211bf1d0a50cddde10de15e9",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-16T23:05:59Z",
    "title_canon_sha256": "471e297d0584b233ae0c39a8f3a8fe014f9227339a4167687425849c5719812e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13088",
    "kind": "arxiv",
    "version": 1
  }
}