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您的检索式：作者名="Aditya Mathur"
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| 1 | Machine learning for intrusion detection in industrial control systems:challenges and lessons from experimental evaluation显示文摘Gradual increase in the number of successful attacks against Industrial Control Systems(ICS)has led to an urgent need to create defense mechanisms for accurate and timely detection of the resulting process anomalies.Towards this end,a class of anomaly detectors,created using data-centric approaches,are gaining attention.Using machine learning algorithms such approaches can automatically learn the process dynamics and control strategies deployed in an ICS.The use of these approaches leads to relatively easier and faster creation of anomaly detectors compared to the use of design-centric approaches that are based on plant physics and design.Despite the advantages,there exist significant challenges and implementation issues in the creation and deployment of detectors generated using machine learning for city-scale plants.In this work,we enumerate and discuss such challenges.Also presented is a series of lessons learned in our attempt to meet these challenges in an operational plant. | Gauthama Raman M.R. Chuadhry Mujeeb Ahmed Aditya Mathur | 2021 | Cybersecurity2021，4，1： | 2 |
| 2 | Cascading effects of cyber-attacks on interconnected critical infrastructure显示文摘Modern critical infrastructure,such as a water treatment plant,water distribution system,and power grid,are representative of Cyber Physical Systems(CPSs)in which the physical processes are monitored and controlled in real time.One source of complexity in such systems is due to the intra-system interactions and inter-dependencies.Consequently,these systems are a potential target for attackers.When one or more of these infrastructure are attacked,the connected systems may also be affected due to potential cascading effects.In this paper,we report a study to investigate the cascading effects of cyber-attacks on two interdependent critical infrastructure namely,a Secure water treatment plant(SWaT)and a Water Distribution System(WADI). | Venkata Reddy Palleti Sridhar Adepu Vishrut Kumar Mishra Aditya Mathur | 2021 | Cybersecurity2021，4，1： | 1 |
| 3 | Fault detection effectiveness of mutation and data flow testing显示文摘 | W. Eric Wong Aditya P. Mathur | 1995 | Software Quality Journal1995，，1： | 1 |
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