Pith Number

pith:BKJD7PSP

pith:2025:BKJD7PSPG254AJUI24DO2LWBHT

not attested not anchored not stored refs pending

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

Chao Ren, Mikael Skoglund, Ming Xiao, Shudi Weng, Yizhou Zhao

arxiv:2507.07565 v5 · 2025-07-10 · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BKJD7PSPG254AJUI24DO2LWBHT}

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

Perfectly Private Over-the-Air Computation

Receipt and verification

First computed	2026-07-14T01:20:44.881384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a923fbe4f36bbc02688d706ed2ec13cf443182e30f08b9406412b65e9a367ee

Aliases

arxiv: 2507.07565 · arxiv_version: 2507.07565v5 · doi: 10.48550/arxiv.2507.07565 · pith_short_12: BKJD7PSPG254 · pith_short_16: BKJD7PSPG254AJUI · pith_short_8: BKJD7PSP

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/BKJD7PSPG254AJUI24DO2LWBHT \
  | 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: 0a923fbe4f36bbc02688d706ed2ec13cf443182e30f08b9406412b65e9a367ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5c94023cbaaefa86e1f56157219cb80a11cc0e7a1fa20cff0fa605ee056971e",
    "cross_cats_sorted": [
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-07-10T09:10:03Z",
    "title_canon_sha256": "8315f48a579ecffd20784fdb38013b2dfb251f13f5d62ec7f7ed4e803a3e400c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07565",
    "kind": "arxiv",
    "version": 5
  }
}