Leveraging Byte-Level Features for LSTM-based Anomaly Detection in Controller Area Networks

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ByCAN: Reverse Engineering Controller Area Network (CAN) Messages from Bit to Byte Level

X Lin, B Ma, X Wang, G Yu, Y He… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
As the primary standard protocol for modern cars, the controller area network (CAN) is a
critical research target for automotive cybersecurity threats and autonomous applications. As …
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Pyramid Transformer for Multivariate Time Series Anomaly Detection in IoUT

Y Luo, N Chen, Z Huang, J Zheng… - … Conference on Smart …, 2024 - ieeexplore.ieee.org
Monitoring underwater resources and activities requires the Internet of Underwater Things
(IoUT) to rapidly detect anomalies within large volumes of sensory time series data. Despite …
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Federated learning-based intrusion detection system for in-vehicle network using statistics of controller area network messages

X Lin, D Ai, B Ma, X Wang, G Yu, Y He, W Ni… - … Conference on Network …, 2023 - Springer
Abstract Intelligent Transportation System (ITS) is develo** at a fast pace, bringing
advanced technologies to cars and traffic infrastructures. By embracing the Vehicle-to …
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