Research

Microarchitectural Side-channel Attacks & Defense Utilizing AI

Defending Side-channel Attacks by Utilizing Generative AI Algorithms.

Threat model for the attacker and the defense mechanisms.

Noise added Website Fingerprint dataset.

Investigating CPU Cache-based Attacks on Intel and AMD devices.

CPU cycle time difference for various Probe strategies and Mastik method on Intel Cascade Lake microarchitecture.

Spectre Attack with SMC behavior

Analyzing Vulnerabilities on AR/VR devices (Meta Quest, Microsoft HoloLens).
Exploring Cryptography (RSA Key, OpenSSL SRP, Homomorphic Encryption) Vulnerabilities.

Machine Learning Security

Studying Intrinsic Dimension Estimation for Enhanced Machine Learning Security.