Pith Number

pith:JESK775A

pith:2024:JESK775APIMZI6QRF7DQYT6K3P

not attested not anchored not stored refs pending

Theoretical Analysis of Privacy Leakage in Trustworthy Federated Learning: A Perspective from Linear Algebra and Optimization Theory

Wei Chen, Xiaojin Zhang

arxiv:2407.16735 v1 · 2024-07-23 · cs.CR · cs.AI · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JESK775APIMZI6QRF7DQYT6K3P}

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

SplitFT: An Adaptive Federated Split Learning System For LLMs Fine-Tuning

Receipt and verification

First computed	2026-07-05T08:47:37.789389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4924afffa07a19947a112fc70c4fcadbea22e8f8f539e29bf8e61340b044096d

Aliases

arxiv: 2407.16735 · arxiv_version: 2407.16735v1 · doi: 10.48550/arxiv.2407.16735 · pith_short_12: JESK775APIMZ · pith_short_16: JESK775APIMZI6QR · pith_short_8: JESK775A

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/JESK775APIMZI6QRF7DQYT6K3P \
  | 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: 4924afffa07a19947a112fc70c4fcadbea22e8f8f539e29bf8e61340b044096d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ce1009f66db8ddd067d23d9ef929e50d7640a33159689dc1ee66bc5eaab382f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-07-23T16:23:38Z",
    "title_canon_sha256": "0c683a5721715ac1d868e37bf9f87246511309b7673aa319c3cb594e3bf90986"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16735",
    "kind": "arxiv",
    "version": 1
  }
}