Projects
![](https://casrl.ece.ucf.edu/wp-content/uploads/2021/11/satc-ml-bfa.jpg)
Understanding and Taming Deterministic Model Bit Flip Attacks in Deep Neural Networks
This project aims to offer insights into DNN security issues due to hardware-based fault attacks, and explore ways to promote the robustness and security of future deep learning system against such internal adversaries.
![](https://casrl.ece.ucf.edu/wp-content/uploads/2021/11/microarch-sc.jpg)
Uncovering and Defeating Microarchitecture Attacks in Modern Processors
This project investigates side and covert channels in microarchitecture design of modern processors and aims to design low-cost architectural and system-level defensive approaches to mitigate these attacks.
![](https://casrl.ece.ucf.edu/wp-content/uploads/2021/11/nsf-secure-reram.jpg)
Architecting Secure-By-Design ReRAM-based Memories
This project will investigate the security implications of ReRAM-based NVMs in computing systems and how to structure secure-by-design ReRAM-based memories.
![](https://casrl.ece.ucf.edu/wp-content/uploads/2021/11/nsf-secure-pcm.jpg)
Towards Secure-By-Design Integration of Emerging Non-Volatile Memory in Future System
This project will design efficient architecture and system level defensive techniques to defeat futuristic adversaries exploiting the discovered information leakage vulnerabilities in NVM-based systems