Multi-Agent Heterogeneous Intrusion Detection System (MAHIDS) is a prototype proposed to detect untrusted and unusual network behavior. The main contribution of the system is the integration of several anomaly detection techniques and machinery of multi-agent temporal logic with hybrid argumentation. Every detection technique is represented by featuring a specific detection autonomous agent. In this stage, every agent determines the flow trustfulness from aggregated connection. The anomalies are used as an input for machinery of multi-agent temporal logic which is represented by the logical agent.