Pith Number

pith:PSV3WZSV

pith:2026:PSV3WZSV3OMEMBEJYFWVWOBDMD

not attested not anchored not stored refs pending

Reputation-driven Cooperation in Lattice-based Decentralized Federated Learning through Evolutionary Game Theory

and Le Hong Trang, An Nghiem Nguyen Truong, Bao Nguyen Le Gia, Dung Tran Vinh, Khang Nguyen Dinh, Khoa Duc Anh Lam, Manh Hong Duong, Minh Le Nguyen Nhat, Phuc Hoang Truong Huynh, The Anh Han, Thi Ai Thao Nguyen, Uyen Nha Tran Bui

arxiv:2608.01197 v1 · 2026-08-02 · cs.AI · cs.CR · cs.DC · cs.GT · math.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PSV3WZSV3OMEMBEJYFWVWOBDMD}

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	2026-08-04T02:01:55.164808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cabbb6655db98460489c16d5b382360d8a0f5a9db0448907af941810adbdaae

Aliases

arxiv: 2608.01197 · arxiv_version: 2608.01197v1 · doi: 10.48550/arxiv.2608.01197 · pith_short_12: PSV3WZSV3OME · pith_short_16: PSV3WZSV3OMEMBEJ · pith_short_8: PSV3WZSV

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/PSV3WZSV3OMEMBEJYFWVWOBDMD \
  | 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: 7cabbb6655db98460489c16d5b382360d8a0f5a9db0448907af941810adbdaae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bce06b01caa3f09e27e805cdcc4491eceea8e8f2185a218e4604561bc9bf1d55",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC",
      "cs.GT",
      "math.DS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-02T12:23:45Z",
    "title_canon_sha256": "2deafdebf3c215e03f2071dde9a9d5a717af8fec1010afbced4fa40d77beac84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01197",
    "kind": "arxiv",
    "version": 1
  }
}