Pith Number

pith:3YXL2JHC

pith:2024:3YXL2JHC65BUPLPV3EO4JJ3GC7

not attested not anchored not stored refs pending

Over-the-Air Federated Adaptive Data Analysis: Preserving Accuracy via Opportunistic Differential Privacy

Amir Hossein Hadavi, Mohammad M. Mojahedian, Mohammad Reza Aref

arxiv:2411.15948 v2 · 2024-11-24 · 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{3YXL2JHC65BUPLPV3EO4JJ3GC7}

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

Paradise of Forking Paths: Revisiting the Adaptive Data Analysis Problem

Receipt and verification

First computed	2026-07-05T10:02:25.460345Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de2ebd24e2f74347adf5d91dc4a76617fe8356a1ba511e03324ff825245fef71

Aliases

arxiv: 2411.15948 · arxiv_version: 2411.15948v2 · doi: 10.48550/arxiv.2411.15948 · pith_short_12: 3YXL2JHC65BU · pith_short_16: 3YXL2JHC65BUPLPV · pith_short_8: 3YXL2JHC

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/3YXL2JHC65BUPLPV3EO4JJ3GC7 \
  | 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: de2ebd24e2f74347adf5d91dc4a76617fe8356a1ba511e03324ff825245fef71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f633014484cd417b12e828f169c519efadcc71ebac082eafb21d9e3ca50c157",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-11-24T18:26:35Z",
    "title_canon_sha256": "3a849c8d40e8d1896570c624248ab9d24c17450bf13cee9d19dff6032b447ef2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15948",
    "kind": "arxiv",
    "version": 2
  }
}