… improve the security of IoT systems by using a novel watermarking method. IoT devices
periodically watermark their signals to validate … Signal authenticity is ensured by dynamic signal …

… a deep learningbased watermarking scheme for IoT onboarding. Related Work on Deep
Learning for IoT: The potential of deep … signal authentication in the internet of things,” in 2018 …

… , two-factor device authentication, application of security patches and updates to IoT …
watermark the original signal using a key. At the gateway, a proposed dynamic watermarking …

… popular deep learning-based image and video watermarking … practical challenges of deep
learning-based watermarking. … of watermarking is usually used for integrity verification and …

… if an extracted watermark has already … watermark will still be considered valid if the calculated
BER or NC is high. In this paper, a deep learning model for detecting distortion watermarks…

… the security of IP protection and improve the efficiency of watermark detection, including many
other authentication … This algorithm utilizes deep-learning-based IP watermark detection, …

… This paper proposed a dynamic watermarking approach based on LSTM algorithms for
transmitted data packet authentication and abnormal detection in IoTD networks. Simulation …

… learning–based image watermarking schemes have attracted increased attention during recent
years. However, existing deep learning–based watermarking … , training and validation. To …

… on removing the watermarks’ complications during the verification process where … Deep
Learning-Based Dynamic Watermarking for Secure Signal Authentication in the Internet of Things…

… The performances of these learning-based authentication schemes depend on their area …
learning-based security schemes have been identified to enhance the IoT privacy and security…