Adversarially Robust Malware Detection and Post-Quantum Cryptography
Program
Studentská grantová soutěž ČVUT
Investigators
Period
2026 - 2028
Description
The project has three main objectives. The primary aim is to investigate the feasibility of adversarial attacks on malware detection models and to develop advanced defense mechanisms that ensure high detection reliability even in the presence of active adversarial threats. The second objective focuses on the transition to post-quantum cryptography, a critical topic given the rapid development of quantum computers. The third objective is to investigate the use of weak pseudorandom functions in secure cryptographic protocols; the research will also address the security, testing, and vulnerability analysis of physically unclonable functions (PUFs) and true random number generators (TRNGs).