363 citations · 415 across the 5 of their papers we have counts for
5 papers
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…
Dynamic and Application-Aware Provisioning of Chained Virtual Security Network Functions
Roberto Doriguzzi-Corin, Sandra Scott-Hayward, Domenico Siracusa +2
A promising area of application for Network Function Virtualization is in network security, where chains of Virtual Security Network Functions (VSNFs), i.e., security-specific virt…
Trailing the Snail: SDN Controller Security Evolution
Sandra Scott-Hayward
The first OpenFlow Software-Defined Network (SDN) Controller, NOX, was developed by Nicira Networks and donated to the research community in 2008. Almost 10 years later, there are…
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…