36 citations · 76 across the 5 of their papers we have counts for
5 papers
Towards Cyber Threat Intelligence for the IoT
Alfonso Iacovazzi, Han Wang, Ismail Butun +1
With the proliferation of digitization and its usage in critical sectors, it is necessary to include information about the occurrence and assessment of cyber threats in an organiza…
On the Resilience of Machine Learning-Based IDS for Automotive Networks
Ivo Zenden, Han Wang, Alfonso Iacovazzi +3
Modern automotive functions are controlled by a large number of small computers called electronic control units (ECUs). These functions span from safety-critical autonomous driving…
Ensemble of Random and Isolation Forests for Graph-Based Intrusion Detection in Containers
Alfonso Iacovazzi, Shahid Raza
We propose a novel solution combining supervised and unsupervised machine learning models for intrusion detection at kernel level in cloud containers. In particular, the proposed s…
Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics
Yi Xiang Marcus Tan, Alfonso Iacovazzi, Ivan Homoliak +2
Mouse dynamics is a potential means of authenticating users. Typically, the authentication process is based on classical machine learning techniques, but recently, deep learning te…
DROPWAT: an Invisible Network Flow Watermark for Data Exfiltration Traceback
Alfonso Iacovazzi, Sanat Sarda, Daniel Frassinelli +1
Watermarking techniques have been proposed during the last 10 years as an approach to trace network flows for intrusion detection purposes. These techniques aim to impress a hidden…