PhD in Detecting And Identifying Side Channel Attacks On Cloud Computer Systems Using Machine Learning (phd)

Applications for the Sep 2026 intake are due by Aug 31, 2026; tuition fees are 21,703 USD per year.

Students keen on investigating side channel attacks on cloud systems will find this PhD project based in the School of Computing at Portsmouth to be right up their alley, as it focuses on developing a universal framework to detect side channel attacks based on techniques like Flush+Reload, Prime+Probe, and Flush+Flush+Reload.

The project aims to address the vulnerabilities in modern cloud and native computer systems, such as the Meltdown attacks, by utilizing program phase properties as a security solution. By taking a course of program phase analysis, the research seeks to extract malicious loops with heterogeneous workloads, ensuring reliability, efficiency, performance, and accuracy, characteristics that existing frameworks lack. Machine learning algorithms will underpin the proposed framework to sense, detect, and identify malicious attacks on cloud computer systems.

University of Portsmouth, established in 1869 and located in the historic coastal city of Portsmouth, offers a vibrant student experience with around 28,000 students, including approximately 5,000 international learners. The university combines strong teaching and research with practical industry links and a waterfront location that enriches campus life. Its long history of technical and professional education makes it a familiar choice for students seeking applied learning in a city with excellent transport links.

Portsmouth provides a range of programs organized across ten broad subject areas, encompassing engineering, business, health professions, creative arts and sciences. Students benefit from industry placements, modern laboratories and career-focused modules that enhance employability. The university also supports research-led teaching and partnerships with local employers, giving international students opportunities to gain real-world experience alongside academic study.

Comprehensive support services help international students with visas, accommodation, language preparation and wellbeing, while student societies and campus activities foster social integration. With practical training options, placement support and access to regional industries and cultural sites, Portsmouth is well suited to students who value both academic quality and hands-on experience. Prospective applicants should investigate program specifics, placement opportunities and scholarship options before applying.