activity
20082022
most citedAdversarial Attacks on Time-Series Intrusion Detection for Industrial Control Systems

45 citations · 120 across the 19 of their papers we have counts for

collaborators

20 papers

cs.CR2022★ 6 cited

Optimal security hardening over a probabilistic attack graph: a case study of an industrial control system using the CySecTool tool

Przemysław Buczkowski, Pasquale Malacaria, Chris Hankin +1

CySecTool is a tool that finds a cost-optimal security controls portfolio in a given budget for a probabilistic attack graph. A portfolio is a set of counter-measures, or controls,…

cs.LG2021★ 2 cited

Certified Federated Adversarial Training

Giulio Zizzo, Ambrish Rawat, Mathieu Sinn +2

In federated learning (FL), robust aggregation schemes have been developed to protect against malicious clients. Many robust aggregation schemes rely on certain numbers of benign c…

cs.CR2020★ 2 cited

MaxSAT Evaluation 2020 -- Benchmark: Identifying Maximum Probability Minimal Cut Sets in Fault Trees

Martín Barrère, Chris Hankin

This paper presents a MaxSAT benchmark focused on the identification of Maximum Probability Minimal Cut Sets (MPMCSs) in fault trees. We address the MPMCS problem by transforming t…

cs.CR2020★ 1 cited

CyRes -- Avoiding Catastrophic Failure in Connected and Autonomous Vehicles (Extended Abstract)

Carsten Maple, Peter Davies, Kerstin Eder +3

Existing approaches to cyber security and regulation in the automotive sector cannot achieve the quality of outcome necessary to ensure the safe mass deployment of advanced vehicle…

cs.AI2020

Fault Tree Analysis: Identifying Maximum Probability Minimal Cut Sets with MaxSAT

Martín Barrère, Chris Hankin

In this paper, we present a novel MaxSAT-based technique to compute Maximum Probability Minimal Cut Sets (MPMCSs) in fault trees. We model the MPMCS problem as a Weighted Partial M…

cs.CR2019★ 5 cited

Assessing Cyber-Physical Security in Industrial Control Systems

Martín Barrère, Chris Hankin, Demetrios G. Eliades +2

Over the last years, Industrial Control Systems (ICS) have become increasingly exposed to a wide range of cyber-physical threats. Efficient models and techniques able to capture th…