Mohammad Rafiuzzaman, Sathish Gopalakrishnan and Karthik Pattabiraman, To appear in the ACM Transactions on Embedded Computing Systems (TECS). Acceptance Date: May 2024. [ PDF ]
Continue reading
-
Recent Papers
- A Method to Facilitate Membership Inference Attacks in Deep Learning Models
- 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
- ImmunoPlane: Middleware for Providing Adaptivity to Distributed Internet-of-Things Applications
- Diagnosis-guided Attack Recovery for Securing Robotic Vehicles from Sensor Deception Attacks
- Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction
- Characterizing and Improving Resilience of Accelerators to Memory Errors in Autonomous Robots
Pages