Behrooz Sangchoolie, Karthik Pattabiraman, and Johan Karlsson, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2017. (Acceptance Rate: 23%). [ PDF | Talk ]
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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
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