Federated Learning Defense
We provide advanced detection and defense algorithms for federated learning against covert attacks.
Detection Algorithms
Implementing robust detection mechanisms for various attack scenarios in federated learning.
Defense Strategies
Designing effective defense strategies to enhance model robustness in federated learning environments.
Experimental Validation
Testing performance of algorithms in simulated federated learning scenarios for effectiveness evaluation.
Federated Learning
Exploring covert attacks and defenses in federated learning systems.
Detection Algorithms
Implementing robust detection mechanisms for federated learning scenarios.
Defense Strategies
Designing effective defense strategies against various attack types.