Pith Number

pith:MSJQFIZF

pith:2025:MSJQFIZF4WOSLFX4BN6OITKSMU

not attested not anchored not stored refs pending

Privacy-Enhancing Paradigms within Federated Multi-Agent Systems

Carl Yang, Guancheng Wan, Guibin Zhang, Jiawei Shao, Mang Ye, Wenke Huang, Zitong Shi

arxiv:2503.08175 v1 · 2025-03-11 · 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{MSJQFIZF4WOSLFX4BN6OITKSMU}

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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

Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey

Receipt and verification

First computed	2026-07-05T10:28:53.202756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

649302a325e59d2596fc0b7ce44d52652ed79603ff9848abfb6190bff5122e20

Aliases

arxiv: 2503.08175 · arxiv_version: 2503.08175v1 · doi: 10.48550/arxiv.2503.08175 · pith_short_12: MSJQFIZF4WOS · pith_short_16: MSJQFIZF4WOSLFX4 · pith_short_8: MSJQFIZF

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/MSJQFIZF4WOSLFX4BN6OITKSMU \
  | 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: 649302a325e59d2596fc0b7ce44d52652ed79603ff9848abfb6190bff5122e20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5f4c7211ec9c92635d8d190cbb557edd17e3480c7c3c225a8aa904ac1dd10be",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-11T08:38:45Z",
    "title_canon_sha256": "c5f20de3eb47e7c22f75462a4db6fa08c0db22d5e707f7f46d80c84c167e75d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.08175",
    "kind": "arxiv",
    "version": 1
  }
}