Adversarial Fine-tuning of Compressed Neural Networks for Joint Improvement of Robustness and Efficiency

2 code implementations • 14 Mar 2024 • Hallgrimur Thorsteinsson, Valdemar J Henriksen, Tong Chen, Raghavendra Selvan

We present experiments on two benchmark datasets showing that adversarial fine-tuning of compressed models can achieve robustness performance comparable to adversarially trained models, while also improving computational efficiency.

Adversarial Robustness Model Compression +2