Pith Number

pith:QFLZ6HYM

pith:2024:QFLZ6HYM65OEV5ODCBXIZLQ46E

not attested not anchored not stored refs pending

MedLeak: Multimodal Medical Data Leakage in Secure Federated Learning with Crafted Models

Abhijeet Parida, Chaoyu Zhang, Marius George Linguraru, Md Shahedul Haque, Shanghao Shi, Syed Muhammad Anwar, Wenjing Lou, Y.Thomas Hou

arxiv:2407.09972 v2 · 2024-07-13 · cs.LG · cs.CR · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QFLZ6HYM65OEV5ODCBXIZLQ46E}

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

Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture

Receipt and verification

First computed	2026-07-05T11:29:00.349645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81579f1f0cf75c4af5c3106e8cae1cf1358822a5857aa50eb0b7c21db2c94157

Aliases

arxiv: 2407.09972 · arxiv_version: 2407.09972v2 · doi: 10.48550/arxiv.2407.09972 · pith_short_12: QFLZ6HYM65OE · pith_short_16: QFLZ6HYM65OEV5OD · pith_short_8: QFLZ6HYM

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/QFLZ6HYM65OEV5ODCBXIZLQ46E \
  | 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: 81579f1f0cf75c4af5c3106e8cae1cf1358822a5857aa50eb0b7c21db2c94157

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2262ccc8af393c32b7e4510fe52a0059efa5094c204790c52047d32ca532e18",
    "cross_cats_sorted": [
      "cs.CR",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-13T18:31:35Z",
    "title_canon_sha256": "23c110ece446e04f6a42a52a6b897a51a6055a98c24f49f41673f83c6853c4be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09972",
    "kind": "arxiv",
    "version": 2
  }
}