Adversarial Attack » THOVITI SIDDHARTH

June 19, 2023

Part 2 – Fast Gradient Sign Method (FGSM)

Thoviti Siddharth Machine Learning/Artificial Intelligence Adversarial Attack, Adversarial Machine Learning, Fast Gradient Sign Method, FGSM, Fine-Tuning, PyTorch, ResNet50 0

Welcome to Part 2 of our blog series on Adversarial Machine Learning! In this installment, we will explore the Fast Gradient Sign Method (FGSM), one of the most widely used and effective adversarial attack techniques. We will understand how the attack works, its significance, and implement the attack through PyTorch code.