Pith Number

pith:E2BTZDMT

pith:2025:E2BTZDMTC4GUSB6PAG7MD7NM4V

not attested not anchored not stored refs pending

Federated Learning for Cyber Physical Systems: A Comprehensive Survey

Christopher G. Brinton, David J. Love, Dinh C. Nguyen, H. Vincent Poor, Mayuri Wijayasundara, Minh K. Quan, Pubudu N. Pathirana, Sujeeva Setunge

arxiv:2505.04873 v1 · 2025-05-08 · 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{E2BTZDMTC4GUSB6PAG7MD7NM4V}

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

Backdoor Attacks on Fault Detection and Localization in Cyber-Physical Systems

Receipt and verification

First computed	2026-07-05T11:04:22.211236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26833c8d93170d4907cf01bec1fdace5652b1789ef041f5c77a91429b1a3e667

Aliases

arxiv: 2505.04873 · arxiv_version: 2505.04873v1 · doi: 10.48550/arxiv.2505.04873 · pith_short_12: E2BTZDMTC4GU · pith_short_16: E2BTZDMTC4GUSB6P · pith_short_8: E2BTZDMT

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/E2BTZDMTC4GUSB6PAG7MD7NM4V \
  | 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: 26833c8d93170d4907cf01bec1fdace5652b1789ef041f5c77a91429b1a3e667

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "724296492f2c3d37233831ee7e87ff0428208a38953dfd1b50a9ab05f89342fc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-08T01:17:15Z",
    "title_canon_sha256": "3a8819876e06bea92f8669d9eb11e4ef052aed00a16b4d827d68a40c3b8f1a94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04873",
    "kind": "arxiv",
    "version": 1
  }
}