363 citations · 603 across the 8 of their papers we have counts for
8 papers
An Online Fragmentation-Aware GPU Scheduler for Multi-Tenant MIG-based Clouds
Marco Zambianco, Lorenzo Fasol, Roberto Doriguzzi-Corin
The explosive growth of AI applications has created unprecedented demand for GPU resources. Cloud providers meet this demand through GPU-as-a-Service platforms that offer rentable…
Introducing Packet-Level Analysis in Programmable Data Planes to Advance Network Intrusion Detection
Roberto Doriguzzi-Corin, Luis Augusto Dias Knob, Luca Mendozzi +2
Programmable data planes offer precise control over the low-level processing steps applied to network packets, serving as a valuable tool for analysing malicious flows in the field…
FLAD: Adaptive Federated Learning for DDoS Attack Detection
Roberto Doriguzzi-Corin, Domenico Siracusa
Federated Learning (FL) has been recently receiving increasing consideration from the cybersecurity community as a way to collaboratively train deep learning models with distribute…
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…
Hybrid SDN Evolution: A Comprehensive Survey of the State-of-the-Art
Sajad Khorsandroo, Adrian Gallego Sanchez, Ali Saman Tosun +2
Software-Defined Networking (SDN) is an evolutionary networking paradigm which has been adopted by large network and cloud providers, among which are Tech Giants. However, embracin…
Methods and Techniques for Dynamic Deployability of Software-Defined Security Services
Roberto Doriguzzi-Corin
With the recent trend of "network softwarisation", enabled by emerging technologies such as Software-Defined Networking (SDN) and Network Function Virtualisation (NFV), system admi…