Pith Number

pith:YFCS2BZG

pith:2025:YFCS2BZGSUNIWHZPDLMYGZXKR3

not attested not anchored not stored refs pending

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation

An Wang, Haonan Shi, Tu Ouyang

arxiv:2502.08001 v2 · 2025-02-11 · 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{YFCS2BZGSUNIWHZPDLMYGZXKR3}

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	2026-07-05T11:15:42.651238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1452d0726951a8b1f2f1ad98366ea8ec6d0d628c9afd4e007d0ef2f1ab4b54d

Aliases

arxiv: 2502.08001 · arxiv_version: 2502.08001v2 · doi: 10.48550/arxiv.2502.08001 · pith_short_12: YFCS2BZGSUNI · pith_short_16: YFCS2BZGSUNIWHZP · pith_short_8: YFCS2BZG

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/YFCS2BZGSUNIWHZPDLMYGZXKR3 \
  | 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: c1452d0726951a8b1f2f1ad98366ea8ec6d0d628c9afd4e007d0ef2f1ab4b54d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e80bf3981dbd0ecd0b7bf4368c7736c8205268c927af9a967f9780f1adf1efd4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-02-11T22:48:49Z",
    "title_canon_sha256": "9f0e1081967361f65c333dde5360f7a18a24b7d63d9e3d384d25232ed81a7b27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08001",
    "kind": "arxiv",
    "version": 2
  }
}