Research Pillars.

My work stands at the intersection of Cybersecurity and Artificial Intelligence, organized across three core domains of inquiry.

Systems Security

Investigating hardware vulnerabilities, architectural leaks, and building resilient identity-aware kernels.

Applying deep learning and predictive modeling to automate threat hunting and enhance biometric verification.

Securing the models themselves: from adversarial robustness to protecting model integrity against poisoning.