Criticality Leveraged Adversarial Training (CLAT) for Boosted Performance via Parameter Efficiency

Bhavna Gopal, Huanrui Yang, Jingyang Zhang +2

Adversarial training enhances neural network robustness but suffers from a tendency to overfit and increased generalization errors on clean data. This work introduces CLAT, an inno…