Pith Number

pith:4O4ADOIN

pith:2025:4O4ADOINXQ42JQWPDDUWB7WSQL

not attested not anchored not stored refs pending

Optimizing Privacy-Utility Trade-off in Decentralized Learning with Generalized Correlated Noise

Angelo Rodio, Erik G. Larsson, Zheng Chen

arxiv:2501.14644 v2 · 2025-01-24 · cs.LG · cs.AI · 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{4O4ADOINXQ42JQWPDDUWB7WSQL}

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

Coding-Enforced Robust Secure Aggregation for Federated Learning Under Unreliable Communication

Receipt and verification

First computed	2026-07-05T11:41:38.546011Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3b801b90dbc39a4c2cf18e960fed282e08e83a249f9fc821e4f4d3f5a1dfb19

Aliases

arxiv: 2501.14644 · arxiv_version: 2501.14644v2 · doi: 10.48550/arxiv.2501.14644 · pith_short_12: 4O4ADOINXQ42 · pith_short_16: 4O4ADOINXQ42JQWP · pith_short_8: 4O4ADOIN

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/4O4ADOINXQ42JQWPDDUWB7WSQL \
  | 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: e3b801b90dbc39a4c2cf18e960fed282e08e83a249f9fc821e4f4d3f5a1dfb19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5e4dd2e2a51b3a8aeba0bd840ac1f2f311e81a8698966fdea3939e3e7cf5945",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-24T17:05:00Z",
    "title_canon_sha256": "d4bfed7a7da9204718b36352c3c2389b381761bd4907cbfa59370aed04ced461"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14644",
    "kind": "arxiv",
    "version": 2
  }
}