Pith Number

pith:KNX4ENTM

pith:2020:KNX4ENTM57QP4WU6IWRHLTNTBI

not attested not anchored not stored refs pending

Mitigating Backdoor Attacks in Federated Learning

Chen Wu, Prasenjit Mitra, Sencun Zhu, Xian Yang

arxiv:2011.01767 v2 · 2020-10-28 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KNX4ENTM57QP4WU6IWRHLTNTBI}

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

3 papers in Pith

Poisoning with A Pill: Circumventing Detection in Federated Learning

Act in Collusion: Distributed Multi-Target Backdoor Attacks in Federated Learning

Hammer and Anvil: Toward a Theory of Backdoors in Federated Learning

Receipt and verification

First computed	2026-07-05T02:07:05.302657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

536fc2366cefe0fe5a9e45a275cdb30a1d3796699f9955e231ebc393fb19f23f

Aliases

arxiv: 2011.01767 · arxiv_version: 2011.01767v2 · doi: 10.48550/arxiv.2011.01767 · pith_short_12: KNX4ENTM57QP · pith_short_16: KNX4ENTM57QP4WU6 · pith_short_8: KNX4ENTM

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/KNX4ENTM57QP4WU6IWRHLTNTBI \
  | 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: 536fc2366cefe0fe5a9e45a275cdb30a1d3796699f9955e231ebc393fb19f23f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "543c299cb5b8ad1895350191d9688c32a970b47c9d33122fd23f078c98da9751",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2020-10-28T18:39:28Z",
    "title_canon_sha256": "e0d95cae98381d761e53dc1b5b26a90254c10f42d1111169764306e7bfae8f97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.01767",
    "kind": "arxiv",
    "version": 2
  }
}