2 citations · 2 across the 2 of their papers we have counts for
3 papers
Quantum Adversarial Machine Learning: From Classical Adaptations to Quantum-Native Methods
Roozbeh Razavi-Far, Mohammad Meymani, Erfan Mahmoudinia +6
Machine learning has revolutionized numerous industrial domains. Despite recent advances, machine learning models remain vulnerable to adversarial threats. Adversarial machine lear…
MemLoss: Enhancing Adversarial Training with Recycling Adversarial Examples
Soroush Mahdi, Maryam Amirmazlaghani, Saeed Saravani +1
In this paper, we propose a new approach called MemLoss to improve the adversarial training of machine learning models. MemLoss leverages previously generated adversarial examples,…
Spot The Odd One Out: Regularized Complete Cycle Consistent Anomaly Detector GAN
Zahra Dehghanian, Saeed Saravani, Maryam Amirmazlaghani +1
This study presents an adversarial method for anomaly detection in real-world applications, leveraging the power of generative adversarial neural networks (GANs) through cycle cons…