Threat detection is a research area focused on identifying and mitigating potential risks and vulnerabilities in various systems and environments. This includes detecting malicious activities, unauthorized access, and other potential threats to the security of the system. Researchers in this area often develop and implement advanced techniques and technologies, such as machine learning algorithms, network monitoring tools, and intrusion detection systems, to proactively identify and respond to potential threats before they can cause harm. The ultimate goal of threat detection research is to enhance the security of systems and prevent cyber attacks and other security breaches.