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Browsing by Subject "Cyber-physical systems"

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Attack detection in water distribution systems using machine learning

Author: Ramotsoela, DT ; Hancke, GP ; Abu-Mahfouz, Adnan MI Date: Apr 2019 The threat to critical water system infrastructure has increased in recent years as is evident from the increasing number of reported attacks against these systems. Preventative security mechanisms are often not enough to keep attackers out ... Read more
A data privacy model based on Internet of Things and cyberphysical systems reference architectures

Author: Baloyi, Ntsako ; Kotzé, P Date: Sep 2018 Data privacy concerns in the Internet of Things (IoT) and cyberphysical systems (CPS) are real, valid and accentuated. In this paper it is argued that data privacy compliance in IoT and CPS should be addressed at both technical and non-technical ... Read more
Hydraulic data preprocessing for machine learning-based intrusion detection in cyber-physical systems

Author: Mboweni, IV ; Ramotsoela, DT ; Abu-Mahfouz, Adnan MI Date: Apr 2023 The protection of critical infrastructure such as water treatment and water distribution systems is crucial for a functioning economy. The use of cyber-physical systems in these systems presents numerous vulnerabilities to attackers. To enhance ... Read more
Intrusion detection in water distribution systems using machine learning techniques: A survey

Author: Mabunda, HD ; Ramotsoela, DT ; Abu-Mahfouz, Adnan MI Date: Jun 2022 Water distribution systems (WDS) are designed to supply potable water to businesses, industries and people in any area or location. Cyber-Physical systems (CPS) are used in water distribution systems and come with aided benefits, however, ... Read more
A machine learning approach to intrusion detection in water distribution systems – A review

Author: Mboweni, IV ; Abu-Mahfouz, Adnan MI ; Ramotsoela, DT Date: Oct 2021 The confidentiality, integrity and availability of critical infrastructure is crucial for any economy to operate efficiently. Water distribution critical infrastructure is a target of many attackers who aim to penetrate the system for malicious ... Read more
Practical challenges of attack detection in microgrids using machine learning

Author: Ramotsoela, DT ; Hancke, GP ; Abu-Mahfouz, Adnan MI Date: Jan 2023 The move towards renewable energy and technological advancements in the generation, distribution and transmission of electricity have increased the popularity of microgrids. The popularity of these decentralised applications has coincided ... Read more
A survey of anomaly detection in Industrial Wireless Sensor Networks with critical water system infrastructure as a case study

Author: Ramotsoela, D ; Abu-Mahfouz, Adnan MI ; Hancke, GP Date: Aug 2018 The increased use of IndustrialWireless Sensor Networks (IWSN) in a variety of different applications, including those that involve critical infrastructure, has meant that adequately protecting these systems has become a necessity. These ... Read more

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Browsing by Subject "Cyber-physical systems"

Browsing by Subject "Cyber-physical systems"

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