Pith Number

pith:5GENQQRK

pith:2024:5GENQQRKSZPNADLHCCNI3XLFPB

not attested not anchored not stored refs pending

Analysis of Privacy Leakage in Federated Large Language Models

Minh N. Vu, My T. Thai, Tre' R. Jeter, Truc Nguyen

arxiv:2403.04784 v1 · 2024-03-02 · 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{5GENQQRKSZPNADLHCCNI3XLFPB}

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	2026-07-05T07:53:34.313427Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e988d8422a965ed00d67109a8ddd65784736a08c33c1cc96fa5c55f23b6ca3a8

Aliases

arxiv: 2403.04784 · arxiv_version: 2403.04784v1 · doi: 10.48550/arxiv.2403.04784 · pith_short_12: 5GENQQRKSZPN · pith_short_16: 5GENQQRKSZPNADLH · pith_short_8: 5GENQQRK

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/5GENQQRKSZPNADLHCCNI3XLFPB \
  | 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: e988d8422a965ed00d67109a8ddd65784736a08c33c1cc96fa5c55f23b6ca3a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bf7e8558e77924844a3e37afcf9b1d758fca199a36604048f4ba3c21cc8c4e9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-03-02T20:25:38Z",
    "title_canon_sha256": "4c99098fbcd0c654156665b165b377ccae482dfa629a0b501af90dbd5ace39e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.04784",
    "kind": "arxiv",
    "version": 1
  }
}