Pith Number

pith:7GI65XQ5

pith:2025:7GI65XQ5USVA2VIHKDZKDWS7Y5

not attested not anchored not stored refs pending

DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models

Honghui Xu, Shiva Shrestha, Wei Chen, Zhipeng Cai, Zhiyuan Li

arxiv:2509.09097 v1 · 2025-09-11 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7GI65XQ5USVA2VIHKDZKDWS7Y5}

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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

2 papers in Pith

Investigating Novice Researchers' Perceptions of Research Privacy Within LLM-Assisted Workflows

DP-FlogTinyLLM: Differentially private federated log anomaly detection using Tiny LLMs

Receipt and verification

First computed	2026-07-05T12:09:29.323806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f991eede1da4aa0d550750f2a1da5fc77a189530268f651e5efc7639d30fd463

Aliases

arxiv: 2509.09097 · arxiv_version: 2509.09097v1 · doi: 10.48550/arxiv.2509.09097 · pith_short_12: 7GI65XQ5USVA · pith_short_16: 7GI65XQ5USVA2VIH · pith_short_8: 7GI65XQ5

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/7GI65XQ5USVA2VIHKDZKDWS7Y5 \
  | 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: f991eede1da4aa0d550750f2a1da5fc77a189530268f651e5efc7639d30fd463

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89b04997a1851abbf938b3431abf52cc805386a60a8ad89801febbe49d978ebf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-09-11T02:16:34Z",
    "title_canon_sha256": "8a4e451a739e4491976a0006645a7d7e54aaae80bf6f36d0fba4c4c938f27d4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.09097",
    "kind": "arxiv",
    "version": 1
  }
}