Pith Number

pith:YHTEQ47Z

pith:2020:YHTEQ47ZMNPRMBPO6ZVEIVRWLS

not attested not anchored not stored refs pending

Membership Inference Attacks and Defenses in Classification Models

Bruno Ribeiro, Jiacheng Li, Ninghui Li

arxiv:2002.12062 v3 · 2020-02-27 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YHTEQ47ZMNPRMBPO6ZVEIVRWLS}

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	2026-07-05T02:12:29.127832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1e64873f9635f1605eef66a4456365cb8bf3a25f1cc48649e1c706c61cd5c13

Aliases

arxiv: 2002.12062 · arxiv_version: 2002.12062v3 · doi: 10.48550/arxiv.2002.12062 · pith_short_12: YHTEQ47ZMNPR · pith_short_16: YHTEQ47ZMNPRMBPO · pith_short_8: YHTEQ47Z

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/YHTEQ47ZMNPRMBPO6ZVEIVRWLS \
  | 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: c1e64873f9635f1605eef66a4456365cb8bf3a25f1cc48649e1c706c61cd5c13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f60fc714f74cc3724abedf4152dd1214e761380281db833ff666f74be77540f3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2020-02-27T12:35:36Z",
    "title_canon_sha256": "d946a67b17fac738d200f1475d8c6c328dc7ad67941991c2ac8d5e97a335c41f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.12062",
    "kind": "arxiv",
    "version": 3
  }
}