Integrating Complex Event Processing and Machine Learning: an Intelligent Architecture for Detecting IoT Security Attacks

•Combining CEP and ML paradigms permits detecting IoT security attacks in real time.•A graphical tool facilitates security attack pattern definition and code generation.•The proposed architecture has been validated in an E-health IoT network scenario.•ML makes it possible to create accurate pattern dynamically.