[HTML][HTML] A deep learning-based novel hybrid CNN-LSTM architecture for efficient detection of threats in the IoT ecosystem

A Nazir, J He, N Zhu, SS Qureshi, SU Qureshi… - Ain Shams Engineering …, 2024 - Elsevier
Abstract The Internet of Things (IoT) landscape is witnessing rapid growth, driven by
continuous innovation and a simultaneous increase in cybersecurity threats. As these …

Time‐based DDoS attack detection through hybrid LSTM‐CNN model architectures: An investigation of many‐to‐one and many‐to‐many approaches

B Habib, F Khursheed - Concurrency and Computation …, 2024 - Wiley Online Library
Internet data thefts, intrusions and DDoS attacks are some of the big concerns for the
network security today. Detection of these anomalies, is gaining tremendous impetus with …

Using Deep Learning to Identify Emotions in Real Time.

AV Turukmane - Grenze International Journal of Engineering …, 2023 - search.ebscohost.com
One of the most important parts of communication is nonverbal conduct. Body language and
other nonverbal cues are often more effective in conveying meaning than the words we use …