Pith Number

pith:WZZVT4AN

pith:2025:WZZVT4ANOXD6PB7ZBSHYQHUIWG

not attested not anchored not stored refs pending

FedMM-X: A Trustworthy and Interpretable Framework for Federated Multi-Modal Learning in Dynamic Environments

Sree Bhargavi Balija

arxiv:2503.19564 v2 · 2025-03-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WZZVT4ANOXD6PB7ZBSHYQHUIWG}

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

The Trust Fabric: Decentralized Interoperability and Economic Coordination for the Agentic Web

Receipt and verification

First computed	2026-07-05T11:29:09.721885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b67359f00d75c7e787f90c8f881e88b1bdfee06f7dd72c135285eb1fd96910fd

Aliases

arxiv: 2503.19564 · arxiv_version: 2503.19564v2 · doi: 10.48550/arxiv.2503.19564 · pith_short_12: WZZVT4ANOXD6 · pith_short_16: WZZVT4ANOXD6PB7Z · pith_short_8: WZZVT4AN

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/WZZVT4ANOXD6PB7ZBSHYQHUIWG \
  | 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: b67359f00d75c7e787f90c8f881e88b1bdfee06f7dd72c135285eb1fd96910fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5553530b418efee2df3754fc8034406efb2052b080044b1a323cc4f3a95e219",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-25T11:28:21Z",
    "title_canon_sha256": "3d36f11aa58be691d3cdc4aeb82153a44dd68fa863bac8a2010aefee813db293"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.19564",
    "kind": "arxiv",
    "version": 2
  }
}