activity
20162025
most citedAnomaly Detection for a Water Treatment System Using Unsupervised Machine Learning

335 citations · 697 across the 11 of their papers we have counts for

collaborators

11 papers

cs.CR2025

Developing a Strong CPS Defender: An Evolutionary Approach

Qingyuan Hu, Christopher M. Poskitt, Jun Sun +1

Cyber-physical systems (CPSs) are used extensively in critical infrastructure, underscoring the need for anomaly detection systems that are able to catch even the most motivated at…

cs.SE2024★ 13 cited

ACAV: A Framework for Automatic Causality Analysis in Autonomous Vehicle Accident Recordings

Huijia Sun, Christopher M. Poskitt, Yang Sun +2

The rapid progress of autonomous vehicles~(AVs) has brought the prospect of a driverless future closer than ever. Recent fatalities, however, have emphasized the importance of safe…

cs.SE2023★ 6 cited

Finding Causally Different Tests for an Industrial Control System

Christopher M. Poskitt, Yuqi Chen, Jun Sun +1

Industrial control systems (ICSs) are types of cyber-physical systems in which programs, written in languages such as ladder logic or structured text, control industrial processes…

cs.SE2022★ 58 cited

LawBreaker: An Approach for Specifying Traffic Laws and Fuzzing Autonomous Vehicles

Yang Sun, Christopher M. Poskitt, Jun Sun +2

Autonomous driving systems (ADSs) must be tested thoroughly before they can be deployed in autonomous vehicles. High-fidelity simulators allow them to be tested against diverse sce…

cs.CR2021★ 16 cited

Code Integrity Attestation for PLCs using Black Box Neural Network Predictions

Yuqi Chen, Christopher M. Poskitt, Jun Sun

Cyber-physical systems (CPSs) are widespread in critical domains, and significant damage can be caused if an attacker is able to modify the code of their programmable logic control…

cs.CR2021★ 48 cited

Adversarial Attacks and Mitigation for Anomaly Detectors of Cyber-Physical Systems

Yifan Jia, Jingyi Wang, Christopher M. Poskitt +3

The threats faced by cyber-physical systems (CPSs) in critical infrastructure have motivated research into a multitude of attack detection mechanisms, including anomaly detectors b…