In this way, Host Intrusion Detection Systems (abbreviated as HIDS) have recently gained a noticeable amount of interest. These defensive systems detect malicious activities on host-based applications ...

The architecture of designed intrusion detection system is based on two layer hybrid model for event detection. System function is based on analysis parts of network flow in a real communication and ...

Developed explainable AI model using LEMNA to interpret intrusion detection neural network. • Built deep neural network with 13M+ parameters, achieving 81.5% accuracy on intrusion benchmark. • ...