Security enhancement and attack detection using optimized hybrid deep learning and improved encryption algorithm over Internet of Things

• Published in: Measurement. Sensors Vol. 30; p. 100917
• Main Authors: M, Syed Shahul Hameed, Akshaya, V., Mandala, Vishwanadham, Anilkumar, Chunduru, VishnuRaja, P., Aarthi, R.
• Format: Journal Article
• Language: English
• Published: Elsevier 01.12.2023
• Subjects: Attack detection; Entropy-hummingbird optimization algorithm (EHOA); Hybrid convolutional neural network (HCNN); IoT; Krill herd-advanced encryption standard (KH-AES); Security enhancement

Exponential increases in smart devices and reduced costs of sensors have increased applications using IoT (Internet of Things). There has been an extensive analysis on the Internet traffic detection and classification in the past decade, however this is still a trending subject with respect to IoT....