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P4-baesd IPS-Charles H.-P. Wen
Abstract IoT security is important nowadays. The number of IoTs connected to the Internet is growing rapidly. IPS provides abilities of detecting and blocking malware packets. In addition to hardware IPSs, another approach is conducted by SDN with VNF technique which is deploying software (e.g., Zeek) in VM or server. However, existing SDN-based IPS methods…
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Neural-Network Based Malware Detection on P4 Switch-Charles H.-P. Wen
Introduction The traditional IDS(Intrusion Detection System) costs too much time and bandwidth, so we use machine learning and P4 switch to improve the efficiency of malware detection. Fig. 1: IDS and P4-IDS P4 Malware Detection Machine Learning model identifies malware faster than traditional IDS. P4 Switch is a programmable switch, so we can define the…