Adaptive Electronic Counter Counter Measure
Adaptive electronic counter-countermeasures (ECCM) focus on developing robust systems that can effectively neutralize sophisticated electronic countermeasures (ECM) in various applications, such as radar and sonar systems, and speaker verification. Current research emphasizes the use of machine learning, particularly inverse reinforcement learning and adversarial training methods, to create adaptive systems that learn and react to evolving jamming strategies. These advancements are crucial for enhancing the reliability and security of systems vulnerable to adversarial attacks, improving situational awareness and decision-making in critical applications like defense and security.
Papers
April 29, 2024
October 12, 2023
December 5, 2022
October 20, 2022
May 3, 2022