Towards integration of security and safety measures for critical infrastructures based on bayesian networks and graph theory: a systematic literature review

S Pirbhulal, V Gkioulos, S Katsikas - Signals, 2021 - mdpi.com
In recent times, security and safety are, at least, conducted in safety-sensitive or critical
sectors. Nevertheless, both processes do not commonly analyze the impact of security risks …

An ontology for effective security incident management

S Chockalingam, C Maathuis - International Conference on …, 2022 - books.google.com
With the evolution of technologies like Internet of Things (IoTs), there will be more and more
connected devices in use around the world. This is one of the reasons why cyber security is …

Bayesian network model to distinguish between intentional attacks and accidental technical failures: a case study of floodgates

S Chockalingam, W Pieters, A Teixeira, P van Gelder - Cybersecurity, 2021 - Springer
Water management infrastructures such as floodgates are critical and increasingly operated
by Industrial Control Systems (ICS). These systems are becoming more connected to the …

Score-VAE: Root Cause Analysis for Federated-Learning-Based IoT Anomaly Detection

J Fan, G Tang, K Wu, Z Zhao, Y Zhou… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Root cause analysis is the process of identifying the underlying factors responsible for
triggering anomaly detection alarms. In the context of anomaly detection for Internet of …

[PDF][PDF] Machine learning and unlearning for IoT anomaly detection

J Fan - 2023 - dspace.library.uvic.ca
Despite the booming market of the Internet of Things (IoT), the weak security protection of
IoT devices makes anomaly detection in IoT systems extremely challenging. This …

[PDF][PDF] Using Decision Trees to Select Effective Response Strategies in Industrial Control Systems

S Chockalingam - 2021 - researchgate.net
Incidents in Critical Infrastructures (CIs) like smart grids would have a negative effect on the
well-being of people and the economy of the country. CIs are increasingly dependent on …

A Prototype Tool for Distinguishing Attacks and Technical Failures in Industrial Control Systems

K Abbas, S Chockalingam, V Katta - Norsk IKT-konferanse for forskning …, 2020 - ntnu.no
Abstract Critical Infrastructures (CIs) are governed by Industrial Control Systems (ICSs).
Modern ICSs do not operate in isolation anymore, but they are connected to the Internet …