Pith Number

pith:ZDLKFQVT

pith:2018:ZDLKFQVTMPXF6QOKRWL34DDDBH

not attested not anchored not stored refs pending

Federated Learning for Mobile Keyboard Prediction

Andrew Hard, Chlo\'e Kiddon, Daniel Ramage, Fran\c{c}oise Beaufays, Hubert Eichner, Kanishka Rao, Rajiv Mathews, Sean Augenstein, Swaroop Ramaswamy

arxiv:1811.03604 v2 · 2018-11-08 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZDLKFQVTMPXF6QOKRWL34DDDBH}

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

22 papers in Pith

Privacy Against Agnostic Inference Attacks in Vertical Federated Learning

BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learning

Tighter Performance Theory of FedExProx

REVERB-FL: Server-Side Adversarial and Reserve-Enhanced Federated Learning for Robust Audio Classification

Adaptive Federated Optimization

Receipt and verification

First computed	2026-05-17T23:52:21.787540Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8d6a2c2b363ee5f41ca8d97be0c6309ca38f51187cb10a96e19ce94f74415f2

Aliases

arxiv: 1811.03604 · arxiv_version: 1811.03604v2 · doi: 10.48550/arxiv.1811.03604 · pith_short_12: ZDLKFQVTMPXF · pith_short_16: ZDLKFQVTMPXF6QOK · pith_short_8: ZDLKFQVT

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/ZDLKFQVTMPXF6QOKRWL34DDDBH \
  | 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: c8d6a2c2b363ee5f41ca8d97be0c6309ca38f51187cb10a96e19ce94f74415f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6716efb0b90b8f544f8816164414217841fa92f7a93bc76c83a74547e55556c5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-11-08T18:37:03Z",
    "title_canon_sha256": "7f7bdef9f6d2b7dc76962f6b39d7a49487f37dc9df6c192cbed92aef42699c60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.03604",
    "kind": "arxiv",
    "version": 2
  }
}