Dependable Systems Lab @ UBC
Research in dependable and secure computer systems
Skip to content
  • About us
  • People
  • Awards
  • Papers
  • Projects
  • Software
  • Photos
  • Alumni

Projects

We are working on the following broad directions in our group. Some projects are not listed here – contact us for details about these.

  • Autonomous Systems and IoT Security
  • Error Resilient Machine Learning Applications
  • Resilience Assessment of ML Models under Hardware Faults
  • Building Robust Machine Learning Systems to Training Data Faults
  • Middleware for Edge Computing Applications
  • Smart Contract’s Security
  • Membership Inference Attacks in Machine Learning Models
  • Decentralized Finance (DeFi) and Blockchain Oracle Security
  • 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
      • Alumni
    • 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
Proudly powered by WordPress. Theme: Coraline by WordPress.com.

Spam prevention powered by Akismet