Pith Number

pith:OT5VXQPH

pith:2023:OT5VXQPHKQMPMMFUER36DPIMAX

not attested not anchored not stored refs pending

When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks

Bo Liu, Guangsheng Zhang, Huan Tian, Ming Ding, Tianqing Zhu, Wanlei Zhou

arxiv:2311.03865 v3 · 2023-11-07 · 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{OT5VXQPHKQMPMMFUER36DPIMAX}

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	2026-07-05T08:59:24.512948Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74fb5bc1e75418f630b42477e1bd0c05c3047483bea1ad6090354b6ac4d8e53d

Aliases

arxiv: 2311.03865 · arxiv_version: 2311.03865v3 · doi: 10.48550/arxiv.2311.03865 · pith_short_12: OT5VXQPHKQMP · pith_short_16: OT5VXQPHKQMPMMFU · pith_short_8: OT5VXQPH

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/OT5VXQPHKQMPMMFUER36DPIMAX \
  | 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: 74fb5bc1e75418f630b42477e1bd0c05c3047483bea1ad6090354b6ac4d8e53d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "495b625e3cd3f01cf811f7ad0d2d05991d68ced40123b9e13abbb13ad8d8e9ab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-07T10:28:17Z",
    "title_canon_sha256": "237f0058466892e259d3857651226a0b8d714c80707089c7c0053882f381d94c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.03865",
    "kind": "arxiv",
    "version": 3
  }
}