Pith Number

pith:YVDNAOG3

pith:2022:YVDNAOG3ZXAP2RB4EA5L46BV2D

not attested not anchored not stored refs pending

Subject Membership Inference Attacks in Federated Learning

Anshuman Suri, Daniel W. Peterson, Pallika Kanani, Virendra J. Marathe

arxiv:2206.03317 v3 · 2022-06-07 · 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{YVDNAOG3ZXAP2RB4EA5L46BV2D}

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

Probing Memorization of Tabular In-Context Learning

Receipt and verification

First computed	2026-07-05T06:16:46.429560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c546d038dbcdc0fd443c203abe7835d0ee205449b91ed3419d744f942805e5af

Aliases

arxiv: 2206.03317 · arxiv_version: 2206.03317v3 · doi: 10.48550/arxiv.2206.03317 · pith_short_12: YVDNAOG3ZXAP · pith_short_16: YVDNAOG3ZXAP2RB4 · pith_short_8: YVDNAOG3

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/YVDNAOG3ZXAP2RB4EA5L46BV2D \
  | 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: c546d038dbcdc0fd443c203abe7835d0ee205449b91ed3419d744f942805e5af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a421b68a0665b4c9981d0a0b63190d430fb972b9370be0146065adef8beaa6d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-07T14:06:12Z",
    "title_canon_sha256": "57d80f5264b04985de5c6e774a204fb2c82b90bd2ebe4f4b69721deef5489b0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.03317",
    "kind": "arxiv",
    "version": 3
  }
}