Host-based Intrusion Detection Systems (HIDS): These systems monitor the operating system files of an end-user system to detect malicious software that might temper with its normal functioning. The ...

Existing intrusion detection methods are mainly based on centralized machine learning algorithms, which overlook the data privacy issues of edge devices on the Internet of Things (IoT). Therefore, ...

Due to the lack of reliable test and validation datasets, anomaly-based intrusion detection approaches are suffering from consistent and accurate performance evolutions. Moreover, integrating machine ...

The traffic of data packet can be summarized in network flow. Due this reason, it is necessary to use computer security tools, such as Intrusion Detection Systems (IDS ... were organized to be ...