Research Projects
- Investigation and mitigation of emergent adversarial communication in Multi-Agent Reinforcement Learning (MARL)
- Robustness of EEG-based Brain-Computer Interfaces (BCIs) to adversarial perturbations of sensory stimuli (Partially-funded by ONR)
- Fault prediction and detection in medical devices (Funded by Medtronic)
- Countering Human Trafficking
- Fake News Detection
- Open Source Intelligence Collection
- Deep Learning for Intrusion Detection
- Security of Algorithmic Trading
- Ethical Decision-Making in AI
- AI Safety
- Explainable AI for Computer Vision
- Multi-source Fusion
The State-of-the-Art Equipment:
The CIT and SAIL house powerful GPU machines/clusters to facilitate research involving deep learning.