A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability
Xiaowei Huang, Daniel Kroening, Wenjie Ruan, James J. Sharp, Youcheng Sun, Emese Thamo, Min Wu, Xinping Yi
Topics & Concepts
InterpretabilityTrustworthinessAdversarial systemComputer scienceSoftware deploymentDeep neural networksComputer securityArtificial intelligenceArtificial neural networkDeep learningData scienceMachine learningSoftware engineeringAdversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsAdvanced Neural Network Applications