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GRU-based deep learning approach for network intrusion alert prediction
(Elsevier, 2021-11)
The exponential growth in the number of cyber attacks in the recent past has necessitated active research on network intrusion detection, prediction and mitigation systems. While there are numerous solutions available for ...
Deep learning based stable and unstable candle flame detection
(Springer, 2021-02-06)
This paper presents a deep learning based solution for identification of normal and abnormal candle flames, controlled and uncontrolled flames. Candle flames affected by external factors like wind, improper combustion of ...
Intelligent monitoring of IoT devices using neural networks
(IEEE, 2021-03-29)
The Internet of Things (IoT) has seen expeditious growth in recent times with 7 billion connected devices in 2020, thus leading to the vital importance of real-time monitoring of IoT devices. Through this paper, we demonstrate ...