Deval Shah, Zi Yu Xue, Karthik Pattabiraman and Tor Aamodt, To appear in the ACM Transactions on Cyber-Physical Systems (TCPS). (Acceptance date: Sep 2023). [PDF] (arXIV)
Continue reading
-
Recent Papers
- D-semble: Efficient Diversity-Guided Search for Resilient ML Ensembles
- A Method to Facilitate Membership Inference Attacks in Deep Learning Models
- SAM: Foreseeing Inference-Time False Data Injection Attacks on ML-enabled Medical Devices
- AutoPatch: Automated Generation of Hotpatches for Real-Time Embedded Devices
- SpecGuard: Specification Aware Recovery for Robotic Autonomous Vehicles from Physical Attacks
- Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models
- Co-Approximator: Enabling Performance Prediction in Colocated Applications
- Harnessing Explainability to Improve ML Ensemble Resilience
- POMABuster: Detecting Price Oracle Manipulation Attacks in Decentralized Finance
- Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems
Pages
- About us
- Awards
- Papers
- People
- Photos
- Projects
- Autonomous Systems and IoT Security
- Building Robust ML Systems against Training Data Faults
- Decentralized Finance (DeFi) and Blockchain Oracle Security
- Error Resilient ML Applications
- Membership Inference Attacks in Machine Learning Models
- Middleware for Edge Computing Applications
- Resilience Assessment of ML Models under Hardware Faults
- Smart Contract’s Security
- Software