Pith Number

pith:QJD4UX7Q

pith:2021:QJD4UX7QWOQ4KVCNCOL5MFSVUF

not attested not anchored not stored refs pending

Federated Learning for Malware Detection in IoT Devices

Alberto Huertas Celdr\'an, G\'er\^ome Bovet, Martin Jaggi, Pedro Miguel S\'anchez S\'anchez, Valerian Rey

arxiv:2104.09994 v3 · 2021-04-15 · cs.CR · 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{QJD4UX7QWOQ4KVCNCOL5MFSVUF}

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	2026-07-05T03:48:29.040166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8247ca5ff0b3a1c5544d1397d61655a15d5291920aa3c91ca8d2e386fec73aee

Aliases

arxiv: 2104.09994 · arxiv_version: 2104.09994v3 · doi: 10.48550/arxiv.2104.09994 · pith_short_12: QJD4UX7QWOQ4 · pith_short_16: QJD4UX7QWOQ4KVCN · pith_short_8: QJD4UX7Q

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/QJD4UX7QWOQ4KVCNCOL5MFSVUF \
  | 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: 8247ca5ff0b3a1c5544d1397d61655a15d5291920aa3c91ca8d2e386fec73aee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba33520aca2f2bd4aa98a1051f292c64caff9a571ae26f7b26e2f24142ed6583",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-04-15T13:14:22Z",
    "title_canon_sha256": "9beeaadf4441a3e99c81e8a9f4920a7eda30bcd038ca4bd542d3cef88cac89e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.09994",
    "kind": "arxiv",
    "version": 3
  }
}