Research

Current Projects

• • Developing deep learning–driven security and privacy for cyber-physical-social systems,
  • Designing hybrid weakly supervised deep learning algorithm exploiting domain knowledge,
  • Developing blockchain-powered internet of thing (IoT)-enabled secure and privacy-preserving crowdsourced computing paradigm,
  • Designing social sensing-enabled situational awareness mechanism,
  • Designing opportunistic and attack-resilient hybrid networking infrastructure for smart grids,
  • Developing bio-inspired assured reinforcement learning–based real-time optimal decision making,
  • Designing decentralized and secure computing and networking paradigm for deep space exploration
  • Developing low-complexity machine learning algorithm and its digital VLSI implementation.