Publications

Pitfalls of Deep Neural Networks in Automotive Environments

Anna Schmedding, Philip Schowitz, Xugui Zhou, Lishan Yang, Homa Alemzadeh, Evgenia Smirni

KnowSafe: Combined Knowledge and Data Driven Hazard Mitigation in Cyber-Physical Systems

Xugui Zhou, Maxfield Kouzel, Chloe Smith, Homa Alemzadeh

Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System

Xugui Zhou, Anna Schmedding, Haotian Ren, Lishan Yang, Philip Schowitz, Evgenia Smirni, Homa Alemzadeh

Knowledge and Data Driven Synthesis of Runtime Monitors for Cyber-Physical Systems

Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh

Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems

Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh