Pith Number

pith:ZCTZXJBO

pith:2025:ZCTZXJBOP475G6HEEVZLNHQIPJ

not attested not anchored not stored refs pending

A Survey on Federated Learning in Human Sensing

Ga\v{s}per Slapni\v{c}ar, Marc Langheinrich, Martin Gjoreski, Mitja Lu\v{s}trek, Mohan Li, Nicholas D. Lane, Pietro Barbiero

arxiv:2501.04000 v1 · 2025-01-07 · cs.LG · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZCTZXJBOP475G6HEEVZLNHQIPJ}

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

Label Leakage in Federated Inertial-based Human Activity Recognition

Receipt and verification

First computed	2026-07-05T09:58:14.161117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8a79ba42e7f3fd378e42572b69e087a619c1c39ebb8db872b76dca833305a6c

Aliases

arxiv: 2501.04000 · arxiv_version: 2501.04000v1 · doi: 10.48550/arxiv.2501.04000 · pith_short_12: ZCTZXJBOP475 · pith_short_16: ZCTZXJBOP475G6HE · pith_short_8: ZCTZXJBO

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/ZCTZXJBOP475G6HEEVZLNHQIPJ \
  | 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: c8a79ba42e7f3fd378e42572b69e087a619c1c39ebb8db872b76dca833305a6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0a9e7331499b1abde4c6f83e53cc8f36ecf173d645dbc8491721da3767b988f",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-07T18:56:14Z",
    "title_canon_sha256": "11ca4a17349099681bdeae5d1fc01bc777fde64fcde04984bb176a30c4eaa8a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04000",
    "kind": "arxiv",
    "version": 1
  }
}