Anomaly detection in the HVAC system operation by a RadViz based visualization-driven approach
E Novikova, M Bestuzhev, I Kotenko - … 27, 2019 Revised Selected Papers 5, 2020 - Springer
The appearance of the smart houses, buildings, and cities has defined new attack scenarios
targeting industrial information systems. The paper suggests a visualization-driven approach …
targeting industrial information systems. The paper suggests a visualization-driven approach …
TABOR: A graphical model-based approach for anomaly detection in industrial control systems
Industrial Control Systems (ICS) such as water and power are critical to any society. Process
anomaly detection mechanisms have been proposed to protect such systems to minimize …
anomaly detection mechanisms have been proposed to protect such systems to minimize …
Application of data-driven attack detection framework for secure operation in smart buildings
With the rapid advancement in the industrial control technologies and the increased
deployment of the industrial Internet of Things (IoT) in the buildings sector, this work …
deployment of the industrial Internet of Things (IoT) in the buildings sector, this work …
Realistic data generation for anomaly detection in industrial settings using simulations
P Schneider, A Giehl - … Workshops, CyberICPS 2018 and SECPRE 2018 …, 2019 - Springer
With the rise of advanced persistent threats to cyber-physical facilities, new methods for
anomaly detection are required. However, research on anomaly detection systems for …
anomaly detection are required. However, research on anomaly detection systems for …
Big data summarisation and relevance evaluation for anomaly detection in cyber physical systems
Recent advances in the smart factory created new opportunities in industrial support,
specifically in anomaly detection and asset management for maintenance purposes. Data …
specifically in anomaly detection and asset management for maintenance purposes. Data …
Architecture of anomaly detection module for the security operations center
P Bienias, G Kołaczek… - 2019 IEEE 28th …, 2019 - ieeexplore.ieee.org
The paper presents the preliminary results of the research undertaken within RegSOC
project. The goal of the project is initiate a prototype instance of the model Regional Center …
project. The goal of the project is initiate a prototype instance of the model Regional Center …
The visualization-driven approach to the analysis of the HVAC data
E Novikova, M Bestuzhev, A Shorov - Intelligent Distributed Computing XIII, 2020 - Springer
The smart heating, ventilation and air conditioning systems (HVAC) are able to reduce
energy consumption by fitting it better to the users' behavior or building and equipment …
energy consumption by fitting it better to the users' behavior or building and equipment …
Intrusion and anomaly detection for the next-generation of industrial automation and control systems
The next-generation of Industrial Automation and Control Systems (IACS) and Supervisory
Control and Data Acquisition (SCADA) systems pose numerous challenges in terms of …
Control and Data Acquisition (SCADA) systems pose numerous challenges in terms of …
A lightweight cyber-security defense framework for smart homes
Inevitably, the explosion of the Internet of Things (IoT) has alerted the modern human life.
Apart from the benefits that this new technology offers to the users of the IoT devices, there …
Apart from the benefits that this new technology offers to the users of the IoT devices, there …
Combining statistical and machine learning techniques in IoT anomaly detection for smart homes
In this paper, a security solution is proposed for IoT smart homes based on constructing
behavioral device templates. These templates are being calculated by combining statistical …
behavioral device templates. These templates are being calculated by combining statistical …