Pith Number

pith:BVSU7WAW

pith:2022:BVSU7WAWDYID5BWUARGR7GSBO2

not attested not anchored not stored refs pending

User-Level Membership Inference Attack against Metric Embedding Learning

Guoyao Li, Shahbaz Rezaei, Xin Liu

arxiv:2203.02077 v2 · 2022-03-04 · cs.LG · cs.AI · 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{BVSU7WAWDYID5BWUARGR7GSBO2}

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

1 paper in Pith

CLMIA: Membership Inference Attacks via Unsupervised Contrastive Learning

Receipt and verification

First computed	2026-07-05T04:17:39.547608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d654fd8161e103e86d4044d1f9a41768448f0a11f0d4af3cf81a43fb8d57fa2

Aliases

arxiv: 2203.02077 · arxiv_version: 2203.02077v2 · doi: 10.48550/arxiv.2203.02077 · pith_short_12: BVSU7WAWDYID · pith_short_16: BVSU7WAWDYID5BWU · pith_short_8: BVSU7WAW

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/BVSU7WAWDYID5BWUARGR7GSBO2 \
  | 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: 0d654fd8161e103e86d4044d1f9a41768448f0a11f0d4af3cf81a43fb8d57fa2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab9ba4d151480b81e4755cd93f19b148b28af542059c6d5331a84f4376ccd1e4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-04T00:49:42Z",
    "title_canon_sha256": "99da62d9b1bd9016a19c02989aa19b917b055ecee85b86e1612154848d42266b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.02077",
    "kind": "arxiv",
    "version": 2
  }
}