143 citations · 160 across the 10 of their papers we have counts for
9 papers · 1 filter
ICCPS: Impact discovery using causal inference for cyber attacks in CPSs
Rajib Ranjan Maiti, Sridhar Adepu, Emil Lupu
We propose a new method to quantify the impact of cyber attacks in Cyber Physical Systems (CPSs). In particular, our method allows to identify the Design Parameter (DPs) affected d…
Efficient attack countermeasure selection accounting for recovery and action costs
Jukka Soikkeli, Luis Muñoz-González, Emil C. Lupu
The losses arising from a system being hit by cyber attacks can be staggeringly high, but defending against such attacks can also be costly. This work proposes an attack countermea…
An Argumentation-Based Reasoner to Assist Digital Investigation and Attribution of Cyber-Attacks
Erisa Karafili, Linna Wang, Emil C. Lupu
We expect an increase in the frequency and severity of cyber-attacks that comes along with the need for efficient security countermeasures. The process of attributing a cyber-attac…
Procedural Noise Adversarial Examples for Black-Box Attacks on Deep Convolutional Networks
Kenneth T. Co, Luis Muñoz-González, Sixte de Maupeou +1
Deep Convolutional Networks (DCNs) have been shown to be vulnerable to adversarial examples---perturbed inputs specifically designed to produce intentional errors in the learning a…
Mitigation of Adversarial Attacks through Embedded Feature Selection
Ziyi Bao, Luis Muñoz-González, Emil C. Lupu
Machine learning has become one of the main components for task automation in many application domains. Despite the advancements and impressive achievements of machine learning, it…
Extracting Randomness From The Trend of IPI for Cryptographic Operators in Implantable Medical Devices
Hassan Chizari, Emil Lupu
Achieving secure communication between an Implantable Medical Device (IMD) inside the body and a gateway outside the body has showed its criticality with recent reports of hackings…