889 citations · 2k across the 11 of their papers we have counts for
4 papers · 2 filters
Wild Networks: Exposure of 5G Network Infrastructures to Adversarial Examples
Giovanni Apruzzese, Rodion Vladimirov, Aliya Tastemirova +1
Fifth Generation (5G) networks must support billions of heterogeneous devices while guaranteeing optimal Quality of Service (QoS). Such requirements are impossible to meet with hum…
The Role of Machine Learning in Cybersecurity
Giovanni Apruzzese, Pavel Laskov, Edgardo Montes de Oca +4
Machine Learning (ML) represents a pivotal technology for current and future information systems, and many domains already leverage the capabilities of ML. However, deployment of M…
SoK: The Impact of Unlabelled Data in Cyberthreat Detection
Giovanni Apruzzese, Pavel Laskov, Aliya Tastemirova
Machine learning (ML) has become an important paradigm for cyberthreat detection (CTD) in the recent years. A substantial research effort has been invested in the development of sp…
Towards Understanding the Skill Gap in Cybersecurity
Francois Goupil, Pavel Laskov, Irdin Pekaric +3
Given the ongoing "arms race" in cybersecurity, the shortage of skilled professionals in this field is one of the strongest in computer science. The currently unmet staffing demand…