Rob Ashmore
Defence Science and Technology Laboratory(GB)
Publications by Year
Research Areas
Safety Systems Engineering in Autonomy, Adversarial Robustness in Machine Learning, Software Reliability and Analysis Research, Anomaly Detection Techniques and Applications, Risk and Safety Analysis
Most-Cited Works
- → Assuring the Machine Learning Lifecycle(2021)197 cited
- → Structural Test Coverage Criteria for Deep Neural Networks(2019)97 cited
- → Assuring the Machine Learning Lifecycle: Desiderata, Methods, and Challenges(2019)87 cited
- → DeepConcolic: Testing and Debugging Deep Neural Networks(2019)69 cited
- → “Boxing Clever”: Practical Techniques for Gaining Insights into Training Data and Monitoring Distribution Shift(2018)14 cited
- Safety Assurance Objectives for Autonomous Systems(2020)
- Requirements Assurance in Machine Learning.(2019)
- → Programming Language Evaluation Criteria for Safety-Critical Software in the Air Domain(2022)3 cited
- The State of Solutions for Autonomous Systems Safety(2018)