Yuqi Liu, Rui Xi, and Karthik Pattabiraman, Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2025. (Acceptance Rate: 20.1%). [ PDF | Talk] Artifacts available, reviewed and reproducible.
Continue reading
-
Recent Papers
- OneOS: Distributed Operating System for the Edge-to-Cloud Continuum
- RAVAGE: Robotic Autonomous Vehicles’ Attack Generation Engine
- Reentrancy Redux: The Evolution of Real-World Reentrancy Attacks on Blockchains
- ReMlX: Resilience for ML Ensembles using XAI at Inference against Faulty Training Data
- 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
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