Pith Number

pith:NAGUBY5X

pith:2022:NAGUBY5XEOIAAPQGNDYEMONHJ5

not attested not anchored not stored refs pending

Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning

Edith Ngai, Fanghua Ye, Li Ju, Shenghui Li, Thiemo Voigt, Tianru Zhang

arxiv:2206.05359 v4 · 2022-06-10 · cs.CR · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NAGUBY5XEOIAAPQGNDYEMONHJ5}

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	2026-07-05T07:11:12.183768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

680d40e3b72390003e0668f04639a74f45477a6e93aaec261550da28ffd9d1ae

Aliases

arxiv: 2206.05359 · arxiv_version: 2206.05359v4 · doi: 10.48550/arxiv.2206.05359 · pith_short_12: NAGUBY5XEOIA · pith_short_16: NAGUBY5XEOIAAPQG · pith_short_8: NAGUBY5X

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/NAGUBY5XEOIAAPQGNDYEMONHJ5 \
  | 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: 680d40e3b72390003e0668f04639a74f45477a6e93aaec261550da28ffd9d1ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "464475f437156e3fda2c34c4033819e07175170aff931efb8bf56a27f87c35da",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-06-10T21:25:25Z",
    "title_canon_sha256": "1c22f8ac09df6cb09775a9c34d9a4accd7b11f2aea04c948f0b151a69be4dfe2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.05359",
    "kind": "arxiv",
    "version": 4
  }
}