Pith Number

pith:XOAP57G5

pith:2025:XOAP57G5UNQ6GTUOLB4JJWLW4A

not attested not anchored not stored refs pending

Membership Inference Attacks on Large-Scale Models: A Survey

Hengyu Wu, Yang Cao

arxiv:2503.19338 v3 · 2025-03-25 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XOAP57G5UNQ6GTUOLB4JJWLW4A}

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.

Cited by

2 papers in Pith

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Receipt and verification

First computed	2026-07-05T12:01:59.311229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb80fefcdda361e34e8e587894d976e02565b9b14d850672a92d653d19e6c397

Aliases

arxiv: 2503.19338 · arxiv_version: 2503.19338v3 · doi: 10.48550/arxiv.2503.19338 · pith_short_12: XOAP57G5UNQ6 · pith_short_16: XOAP57G5UNQ6GTUO · pith_short_8: XOAP57G5

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/XOAP57G5UNQ6GTUOLB4JJWLW4A \
  | 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: bb80fefcdda361e34e8e587894d976e02565b9b14d850672a92d653d19e6c397

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d6f26244037e3fcc194e047128afb0a77fab8873c82fd4cef384f496fe06827",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-25T04:11:47Z",
    "title_canon_sha256": "b6e8b9c3b6fe0ea821e786771d08964013c4a11d68c6c40d2baa1d6aae33b9ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.19338",
    "kind": "arxiv",
    "version": 3
  }
}