Pith Number

pith:5SY7IKX2

pith:2024:5SY7IKX2KWQ4C7KFBXXP4EB76A

not attested not anchored not stored refs pending

Efficient Language Model Architectures for Differentially Private Federated Learning

Ananda Theertha Suresh, Jae Hun Ro, Srinadh Bhojanapalli, Yanxiang Zhang, Zheng Xu

arxiv:2403.08100 v1 · 2024-03-12 · cs.LG · cs.CR · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5SY7IKX2KWQ4C7KFBXXP4EB76A}

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

SoK: The Privacy Paradox of Large Language Models: Advancements, Privacy Risks, and Mitigation

Receipt and verification

First computed	2026-07-05T07:55:34.339892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecb1f42afa55a1c17d450deefe103ff03a40498f65b8d4e014473db595f69041

Aliases

arxiv: 2403.08100 · arxiv_version: 2403.08100v1 · doi: 10.48550/arxiv.2403.08100 · pith_short_12: 5SY7IKX2KWQ4 · pith_short_16: 5SY7IKX2KWQ4C7KF · pith_short_8: 5SY7IKX2

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/5SY7IKX2KWQ4C7KFBXXP4EB76A \
  | 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: ecb1f42afa55a1c17d450deefe103ff03a40498f65b8d4e014473db595f69041

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17fed4f6beea7af271b55a62ef467cc34b14af7afd428518329562e1aafb2375",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-12T22:21:48Z",
    "title_canon_sha256": "de577616a178110a5e4246634a783851c2bce7e8c12cbd260f851c1292c2c527"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08100",
    "kind": "arxiv",
    "version": 1
  }
}