Pith Number

pith:T2HJMJ7P

pith:2022:T2HJMJ7PK6UYZKMHMSPDUTODZE

not attested not anchored not stored refs pending

RFLBAT: A Robust Federated Learning Algorithm against Backdoor Attack

Dihua Zhai, Yongkang Wang, Yuanqing Xia, Yufeng Zhan

arxiv:2201.03772 v1 · 2022-01-11 · 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{T2HJMJ7PK6UYZKMHMSPDUTODZE}

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.

Cited by

2 papers in Pith

Coward: Collision-based OOD Watermarking for Practical Proactive Federated Backdoor Detection

SecureAFL: Secure Asynchronous Federated Learning

Receipt and verification

First computed	2026-07-05T03:47:33.215532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e8e9627ef57a98ca987649e3a4dc3c923dd21c78d1abf33c3dd50878f676c6b

Aliases

arxiv: 2201.03772 · arxiv_version: 2201.03772v1 · doi: 10.48550/arxiv.2201.03772 · pith_short_12: T2HJMJ7PK6UY · pith_short_16: T2HJMJ7PK6UYZKMH · pith_short_8: T2HJMJ7P

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/T2HJMJ7PK6UYZKMHMSPDUTODZE \
  | 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: 9e8e9627ef57a98ca987649e3a4dc3c923dd21c78d1abf33c3dd50878f676c6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2309ebb615f1593a0e7423552901421a3b3ac87c10582a28de64e7fc6a63acc",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-01-11T04:19:20Z",
    "title_canon_sha256": "f56980198a954e17fabb78e7ae9184ec3691a6363a85bab33f0917dba24d73d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.03772",
    "kind": "arxiv",
    "version": 1
  }
}