Pith Number

pith:FUDGMK5D

pith:2024:FUDGMK5DG77BLMCFZUWCYEF46C

not attested not anchored not stored refs pending

Privacy in Federated Learning

Hetvi Waghela, Jaydip Sen, Sneha Rakshit

arxiv:2408.08904 v1 · 2024-08-12 · 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{FUDGMK5DG77BLMCFZUWCYEF46C}

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

Deep Learning Model Inversion Attacks and Defenses: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T10:10:43.107939Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d06662ba337fe15b045cd2c2c10bcf0bccd4544c0c8917994125ae47dc80857

Aliases

arxiv: 2408.08904 · arxiv_version: 2408.08904v1 · doi: 10.48550/arxiv.2408.08904 · pith_short_12: FUDGMK5DG77B · pith_short_16: FUDGMK5DG77BLMCF · pith_short_8: FUDGMK5D

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/FUDGMK5DG77BLMCFZUWCYEF46C \
  | 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: 2d06662ba337fe15b045cd2c2c10bcf0bccd4544c0c8917994125ae47dc80857

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d235c4658bcd4b48ffe2fb0a454a3e568a10d5f7fe32852911b63b34ddb0692",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-08-12T18:41:58Z",
    "title_canon_sha256": "924e10d22902faad8e98fbbced9b58c9b78b2ad250138b7c31c5de26856552c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08904",
    "kind": "arxiv",
    "version": 1
  }
}