3 papers
cs.CR2026
MAED: Mathematical Activation Error Detection for Mitigating Physical Fault Attacks in DNN Inference
Kasra Ahmadi, Saeed Aghapour, Mehran Mozaffari Kermani +1
The inference phase of deep neural networks (DNNs) in embedded systems is increasingly vulnerable to fault attacks and failures, which can result in incorrect predictions. These vu…
cs.LG2025
An Interactive Framework for Implementing Privacy-Preserving Federated Learning: Experiments on Large Language Models
Kasra Ahmadi, Rouzbeh Behnia, Reza Ebrahimi +4
Federated learning (FL) enhances privacy by keeping user data on local devices. However, emerging attacks have demonstrated that the updates shared by users during training can rev…
cs.CR2024
Efficient Algorithm Level Error Detection for Number-Theoretic Transform used for Kyber Assessed on FPGAs and ARM
Kasra Ahmadi, Saeed Aghapour, Mehran Mozaffari Kermani +1
Polynomial multiplication stands out as a highly demanding arithmetic process in the development of post-quantum cryptosystems. The importance of the number-theoretic transform (NT…