Many FL defenses are evaluated on overly easy datasets and attacks, and this paper demonstrates with case studies that those easy settings can make weak defenses look strong.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Decoding FL Defenses: Systemization, Pitfalls, and Remedies
Many FL defenses are evaluated on overly easy datasets and attacks, and this paper demonstrates with case studies that those easy settings can make weak defenses look strong.