Pith Number

pith:ADUCUVY2

pith:2024:ADUCUVY23VPF4XDFVKHCEV7MIA

not attested not anchored not stored refs pending

Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning

Guangquan Xu, Jingkai Liu, Jiqiang Liu, Wei Wang, Xiangliang Zhang, Xiaoting Lyu, Yongsheng Zhu, Yufei Han

arxiv:2406.06207 v1 · 2024-06-10 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ADUCUVY23VPF4XDFVKHCEV7MIA}

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	2026-07-05T08:29:39.327537Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00e82a571add5e5e5c65aa8e2257ec4028fd6b8b999fcaa985063ad854eec45c

Aliases

arxiv: 2406.06207 · arxiv_version: 2406.06207v1 · doi: 10.48550/arxiv.2406.06207 · pith_short_12: ADUCUVY23VPF · pith_short_16: ADUCUVY23VPF4XDF · pith_short_8: ADUCUVY2

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/ADUCUVY23VPF4XDFVKHCEV7MIA \
  | 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: 00e82a571add5e5e5c65aa8e2257ec4028fd6b8b999fcaa985063ad854eec45c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccfdb0ea496d0efc3c699c5ea5cdfe3d43cbba40fc56c5311c4aaf5b3d1b81b9",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-10T12:14:05Z",
    "title_canon_sha256": "e83dd7b999b1c126271ba56bb96e48eccd59de26d23ed43a90952c5f8bc5f71b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06207",
    "kind": "arxiv",
    "version": 1
  }
}