MNIST Backdoor Attack & Defense Dashboard

Defense Recommendation

For optimal protection against backdoor attacks, implement a multi-layered defense strategy:

• Use Input Preprocessing as a first line of defense
• Apply Fine-Pruning to remove backdoor connections
• For critical applications, deploy an Ensemble of independently trained models
• Regularly scan models using detection techniques