Pith Number

pith:TN3EFCNA

pith:2026:TN3EFCNAYGAIZBEGOIN53S5T7M

not attested not anchored not stored refs pending

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data

Mohsen Toorani, Pouya Rajabi

arxiv:2607.28191 v1 · 2026-07-30 · cs.CR · cs.DC · 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{TN3EFCNAYGAIZBEGOIN53S5T7M}

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	2026-07-31T01:36:27.729063Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

9b764289a0c1808c8486721bddcbb3fb00705641e79a3145aedf7b46562ff9fb

Aliases

arxiv: 2607.28191 · arxiv_version: 2607.28191v1 · doi: 10.48550/arxiv.2607.28191 · pith_short_12: TN3EFCNAYGAI · pith_short_16: TN3EFCNAYGAIZBEG · pith_short_8: TN3EFCNA

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/TN3EFCNAYGAIZBEGOIN53S5T7M \
  | 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: 9b764289a0c1808c8486721bddcbb3fb00705641e79a3145aedf7b46562ff9fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbdf0d85dfa2170648f415450bdf2a3548a8b1aae25c27309c7d66755366c771",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-30T13:28:39Z",
    "title_canon_sha256": "4d73a25e2f3457ff829dc60d3c6f54da8881849b3702555ff4d11caf6b8627ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28191",
    "kind": "arxiv",
    "version": 1
  }
}