Zaid joined the group as a Research Associate in May 2020. His activities focus on federated learning and adversarial machine learning.
Luca joined the group as PhD student on HiPEDS in October 2018. He received his MSc in Computer Science and Engineering from University of Napoli Federico II, defending his thesis entitled “Negotiation of traffic junctions over 5G networks”. The thesis work has been carried out at Ericsson, Gothenburg (Sweden), within a joint project between University of Napoli Federico II, Chalmers University of Technology and Ericsson.
He strongly believes in open source development and he currently is a mentor within the Open Leadership Programme offered by Mozilla.
His research interests are on the edge between cybersecurity and control engineering. In particular, his studies aim to investigate resilience of networked systems and industrial plants against cyberattacks.
You can also find him on Linkedin.
His general interests are in machine learning, cryptography, and mathematics. His current research is on the security of machine learning algorithms, primarily adversarial machine learning. He is also interested in health or lifestyle optimization, and is very much into enjoying good food.
Find him on LinkedIn.
Javi joined the group as a PhD Candidate in May 2018. He received his MEng in Telecommunications Engineering and his MRes in Multimedia and Communications from Universidad Carlos III de Madrid (Spain).
He is currently interested in adversarial machine learning, aiming to investigate the security of machine learning algorithms (with special focus on data poisoning attacks); bilevel optimization problems; Generative Adversarial Networks (GANs); and applications of machine learning in security.
Jukka joined the group as a PhD student on the HiPEDS CDT in October 2017.
His current research interests are in ways to measure and improve the cyber-resilience of partially compromised networks, and in network risk analysis using attack graphs.
Jukka holds an MSc in Computing Science from Imperial College London, and degrees in economics from the University of Oxford and the University of St Andrews.
Luis is a Research Associate in the Department of Computing at Imperial College London. He received his PhD from University Carlos III of Madrid (Spain) where he proposed novel Gaussian process models for non-stationary and heteroscedastic regression. His background includes machine learning and cyber-security. His current research interests are adversarial machine learning and security risk assessment with attack graph models. You can find more details about his current research activities and contact information at his personal web page, Google Scholar profile or Researchgate.
Federico received his MSc in Engineering in Computer Science from University of Ferrara. He joined the group in 2014 and is working towards a PHD. He is interested in Protocol Modelling, in particular applied to SCADA Networks. His work is focused on listening to the communication between two hosts and trying to extract information on the message format and state machine of the protocol.
Emil Lupu is Professor of Computer Systems in the Department of Computing at Imperial College London where he leads the Academic Centre of Excellence in Cyber Security Research and the Resilient Information Systems Security (RISS) Group. He serves as Associate Director with the Institute for Security Science and Technology and is the Deputy Director of the PETRAS IoT Security Research Hub – Cybersecurity of the Internet of Things.
His research interests focus on the cyber security and resilience of systems including their physical, digital and human characteristics and their ability to continue operating even when they have been partially compromised. Emil has made numerous contributions in the area of policy-based network and systems management and security including the Ponder and Ponder2 policy systems, policy analysis refinement, deployment, implementation and learning.
He serves on the editorial boards of the IEEE Transactions on Network and Service Management, Journal of Network and Systems Management and the International Journal of Network Management, and on the program committee of numerous conferences.
Emil obtained his PhD from Imperial College London and his first degree from the ENSIMAG (École Nationale Supérieure d’Informatique and Mathématiques Appliquées de Grenoble).
Contact: e-.-c-.-lupu-@-imperial.ac.uk <hyphens removed>