Projects
- Artificial Intelligence and Machine Learning
- Assured Identity and Privacy
- Autonomous Systems
- Cryptology and Rights Management
- Cyber-Physical Systems
- End System Security
- Human Centric Security
- Network Security
- Other
- Policy, Law and Management
- Prevention, Detection and Response
- Security Awareness, Education, and Training
Newest Projects
The Role of Data Selection on the Fairness of Large Language Models
Principal Investigator: Romila PradhanSENTINEL: Evaluating Pipeline Robustness to Distributional Shifts
Principal Investigator: Romila PradhanEfficient Source Selection for Machine Learning Tasks
Principal Investigator: Romila PradhanSelective Data Expansion for Model Performance
Principal Investigator: Romila PradhanMachine Learning using Long-Term-Short-Term Neural Networks for Space Object Collision Avoidance Maneuver Decisions
Principal Investigator: Carolin FruehA Novel Efficient Crash Consistency Solution Enabling Rollback Recovery for Secure NVM in Low-Power Energy Harvesting Systems
Principal Investigator: Changhee JungDefending Against EMI Attacks on Just-In-Time Checkpoint for Resilient Intermittent Systems
Principal Investigator: Changhee JungCaphammer: Exploiting Capacitor Vulnerability of Energy Harvesting Systems
Principal Investigator: Changhee JungActive Learning using Loss Geometry
Principal Investigator: Rajiv KhannaScalable Data Efficient Learning
Principal Investigator: Rajiv KhannaMachine Unlearning
Principal Investigator: Rajiv KhannaCausality-Driven Mitigation of Cascading Failures in Distributed Systems
Principal Investigator: Yongle ZhangTesting and detecting software upgrade failures in data-intensive distributed systems
Principal Investigator: Yongle ZhangProbabilistic Red-Teaming for Large Language and Vision-Language Models
Principal Investigator: Ruqi ZhangFormalizing Enterprise Firewall Management with Informal and Elastic Specifications
Principal Investigator: Xiaokang Qiu