Nilaksh Nilaksh

Towards Adversarial Robustness And Backdoor Mitigation in SSL

Self-Supervised Learning (SSL) has shown great promise in learning representations from unlabeled data, making it widely used in real-world applications. However, SSL methods have been shown to be vulnerable to backdoor attacks, where adversaries manipulate representations by tampering with training…