363 citations · 415 across the 5 of their papers we have counts for
3 papers · 1 filter
GADoT: GAN-based Adversarial Training for Robust DDoS Attack Detection
Maged Abdelaty, Sandra Scott-Hayward, Roberto Doriguzzi-Corin +1
Machine Learning (ML) has proven to be effective in many application domains. However, ML methods can be vulnerable to adversarial attacks, in which an attacker tries to fool the c…
LUCID: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection
Roberto Doriguzzi-Corin, Stuart Millar, Sandra Scott-Hayward +2
Distributed Denial of Service (DDoS) attacks are one of the most harmful threats in today's Internet, disrupting the availability of essential services. The challenge of DDoS detec…
Towards Policy Enforcement Point as a Service (PEPS)
Arash Shaghaghi, Mohamed Ali, Kaafar +3
In this paper, we coin the term Policy Enforcement as a Service (PEPS), which enables the provision of innovative inter-layer and inter-domain Access Control. We leverage the archi…