Pith Number

pith:HQ3MOUHK

pith:2021:HQ3MOUHKHTBJOZJ6X32H4IBKIP

not attested not anchored not stored refs pending

FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective

Amin Hassanzadeh, Ang Li, Hai Li, Jingwei Sun, Louis DiValentin, Yiran Chen

arxiv:2110.13864 v1 · 2021-10-26 · cs.LG · cs.AI · cs.CV · 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{HQ3MOUHKHTBJOZJ6X32H4IBKIP}

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	2026-07-05T03:26:10.659760Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c36c750ea3cc297653ebef47e202a43f102af70a292e8eeee9ecffbed710249

Aliases

arxiv: 2110.13864 · arxiv_version: 2110.13864v1 · doi: 10.48550/arxiv.2110.13864 · pith_short_12: HQ3MOUHKHTBJ · pith_short_16: HQ3MOUHKHTBJOZJ6 · pith_short_8: HQ3MOUHK

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/HQ3MOUHKHTBJOZJ6X32H4IBKIP \
  | 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: 3c36c750ea3cc297653ebef47e202a43f102af70a292e8eeee9ecffbed710249

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "124da74919fca14eaeddd8bd92cf75a97a005e745c7c7849b570febbbcaaab7b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-26T17:13:35Z",
    "title_canon_sha256": "58a17d991b66d4a5f22aae3343927980bc7f6551f0415b4829575e04feaaa7b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.13864",
    "kind": "arxiv",
    "version": 1
  }
}