Pith Number

pith:CQJ4YUDC

pith:2022:CQJ4YUDCRMDMIG3Z6METRCP2HJ

not attested not anchored not stored refs pending

Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries

Arpit Bansal, Eitan Borgnia, Hamid Kazemi, Jonas Geiping, Micah Goldblum, Tom Goldstein, Yuxin Wen

arxiv:2210.10750 v2 · 2022-10-19 · 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{CQJ4YUDCRMDMIG3Z6METRCP2HJ}

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

Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set

Receipt and verification

First computed	2026-07-05T06:16:12.801859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1413cc50628b06c41b79f3093889fa3a4a1840de1e075fd253058e6dec9f79ea

Aliases

arxiv: 2210.10750 · arxiv_version: 2210.10750v2 · doi: 10.48550/arxiv.2210.10750 · pith_short_12: CQJ4YUDCRMDM · pith_short_16: CQJ4YUDCRMDMIG3Z · pith_short_8: CQJ4YUDC

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/CQJ4YUDCRMDMIG3Z6METRCP2HJ \
  | 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: 1413cc50628b06c41b79f3093889fa3a4a1840de1e075fd253058e6dec9f79ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c96eea895e2439a4739644535261e7c222ade5ce7c05a1de0c599648663ddbe5",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-19T17:46:50Z",
    "title_canon_sha256": "9cf3d4fb76204f7d8892c8ee35d0b2c434451dc1bb1e61303cfaebafc80b5f68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.10750",
    "kind": "arxiv",
    "version": 2
  }
}