Abstract As the Internet of Things (IoT) technology becomes extensively deployed. IoT security issues are increasingly prominent. The traffic patterns of IoT are complex and high-dimensional. which makes it difficult to distinguish the tiny differences between normal and malicious samples. https://www.collegenotprison.com/product-category/dog-leash/