The primary purpose of intrusion detection systems (IDS) in network security is to monitor network traffic for suspicious activities and potential threats. IDS analyzes data packets to identify unauthorized access, network misuse, or policy violations. By detecting such incidents in real-time, IDS can alert administrators to take necessary actions, mitigating damage and enhancing overall network security.