Pith Number

pith:4SLJEFYW

pith:2020:4SLJEFYWANQEHU72A4XGHT3LCZ

not attested not anchored not stored refs pending

Modelling and Quantifying Membership Information Leakage in Machine Learning

Farhad Farokhi, Mohamed Ali Kaafar

arxiv:2001.10648 v2 · 2020-01-29 · cs.LG · cs.CR · cs.IT · math.IT · math.OC · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4SLJEFYWANQEHU72A4XGHT3LCZ}

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

Real-Time Privacy Risk Measurement with Privacy Tokens for Gradient Leakage

Receipt and verification

First computed	2026-07-05T00:58:47.549101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e496921716036043d3fa072e63cf6b165ad140c337dd286c1bd1789365b7ff84

Aliases

arxiv: 2001.10648 · arxiv_version: 2001.10648v2 · doi: 10.48550/arxiv.2001.10648 · pith_short_12: 4SLJEFYWANQE · pith_short_16: 4SLJEFYWANQEHU72 · pith_short_8: 4SLJEFYW

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/4SLJEFYWANQEHU72A4XGHT3LCZ \
  | 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: e496921716036043d3fa072e63cf6b165ad140c337dd286c1bd1789365b7ff84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03bd6dd41094b75f875028b3a8ecfd27b9638d10d04fd9a476146dc211da33e9",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.IT",
      "math.IT",
      "math.OC",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-29T00:42:08Z",
    "title_canon_sha256": "b89b19ac76c46f8824562e7bbd54f255360909a97deee98d7993881707d6fd44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.10648",
    "kind": "arxiv",
    "version": 2
  }
}