Intrusion Detection Systems (IDS) are security tools designed to monitor network or system activities for malicious activities or policy violations. They play a crucial role in technology and criminal justice by providing real-time alerts on potential security breaches, helping law enforcement and security agencies respond swiftly to threats and mitigate risks associated with cybercrime.