Cybercrime is the greatest threat to every individual in the world. In the upcoming years, it might become a serious threat to every person, place, and organization around the globe. During this pandemic situation, hackers exploited the opportunity to attack vulnerable networks of many organizations and breached their data. This proves that we are also in the midst of an epidemic of cybercrime. To solve this problem, we are proposing an AI-powered security device called AMUNET (Advanced Multi Utility Network Evaluation Toolkit). It uses artificial intelligence and machine learning to detect various problems in a network and protects against various vulnerabilities and exploits. It can even monitor live network packets and detect intrusions and take steps to prevent intrusion attacks.