W2963857521

• On L∞ stability for wave propagation and for linear inverse problems

  2026 Journal of Hyperbolic Differential Equations article Mathematics Numerical methods in inverse problems Open access

  0

  citations
• MiniFool — Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks

  2025 Research Square preprint Computer Science Adversarial Robustness in Machine Learning Open access

  0

  citations
• Robustness Margin: A New Measure for the Robustness of Neural Networks

  2025 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

  2

  citations
• Towards Robust Domain Generation Algorithm Classification

  2024 ACM Asia Conference on Computer and Communications Security (ASIA CCS) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

  6

  citations
• Automated Design of Linear Bounding Functions for Sigmoidal Nonlinearities in Neural Networks

  2024 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification

  0

  citations
• IB-RAR: Information Bottleneck as Regularizer for Adversarial Robustness

  2023 IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) conference-paper Computer Science Adversarial Robustness in Machine Learning

  0

  citations
• Speeding up neural network robustness verification via algorithm configuration and an optimised mixed integer linear programming solver portfolio

  2022 Machine Learning article Computer Science Adversarial Robustness in Machine Learning Open access

  7

  citations
• Uncertainty Quantification Based on Bayesian Neural Networks for Predictive Quality

  2022 Springer eBooks book-chapter Engineering Fault Detection and Control Systems

  8

  citations
• Next Big Challenges in Core AI Technology

  2021 Lecture notes in computer science conference-paper Computer Science Artificial Intelligence Applications

  5

  citations
• Adversarial Examples on Object Recognition

  2020 ACM Computing Surveys article Computer Science Adversarial Robustness in Machine Learning Open access

  139

  citations
• Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise

  2020 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

  1

  citations

11 results