Machine Learning, Cyber Defense, Ai Technology, Cybersecurity Innovation, Threat Management.
active defense strategies, including deception techniques and adaptive security architectures. It can deploy automated systems that interact with attackers, depleting their resources and deterring subsequent attacks. Figure 4: Advanced ML Active Defense Techniques Challenges and Considerations