Pith Number

pith:SHSMTC2M

pith:2025:SHSMTC2MYTCBNJXK3EVS254VWD

not attested not anchored not stored refs pending

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset

Abhisek Ray, Lukas Esterle

arxiv:2506.00476 v2 · 2025-05-31 · 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{SHSMTC2MYTCBNJXK3EVS254VWD}

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	2026-07-05T11:20:12.647859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91e4c98b4cc4c416a6ead92b2d7795b0de3dfdabcdf1be6d42e91756586a332e

Aliases

arxiv: 2506.00476 · arxiv_version: 2506.00476v2 · doi: 10.48550/arxiv.2506.00476 · pith_short_12: SHSMTC2MYTCB · pith_short_16: SHSMTC2MYTCBNJXK · pith_short_8: SHSMTC2M

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/SHSMTC2MYTCBNJXK3EVS254VWD \
  | 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: 91e4c98b4cc4c416a6ead92b2d7795b0de3dfdabcdf1be6d42e91756586a332e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd16cd5c6372e6503d101fce8fe60fd15800e27deacf46e2d1b782227235144b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-31T08:53:16Z",
    "title_canon_sha256": "b1e3b11070380771b49cba12bd3884ffbb44890ef83eab9d95e82f4b02fed57a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00476",
    "kind": "arxiv",
    "version": 2
  }
}