Research Projects

  1. Investigation and mitigation of emergent adversarial communication in Multi-Agent Reinforcement Learning (MARL)
  2. Robustness of EEG-based Brain-Computer Interfaces (BCIs) to adversarial perturbations of sensory stimuli (Partially-funded by ONR)
  3. Fault prediction and detection in medical devices (Funded by Medtronic)
  4. Countering Human Trafficking
  5. Fake News Detection
  6. Open Source Intelligence Collection
  7. Deep Learning for Intrusion Detection
  8. Security of Algorithmic Trading
  9. Ethical Decision-Making in AI
  10. AI Safety
  11. Explainable AI for Computer Vision
  12. Multi-source Fusion
The State-of-the-Art Equipment:

The CIT and SAIL house powerful GPU machines/clusters to facilitate research involving deep learning.