Quality Management of Deep Learning Systems
Can Attention Masks Improve Adversarial Robustness?
Learner-Independent Data Omission Attacks
Extraction of Complex DNN Models: Real Threat or Boogeyman?
Principal Component Properties of Adversarial Samples
FreaAI: Automated extraction of data slices to test machine learning models
Density estimation in representation space to predict model uncertainty
Automated detection of drift in deep learning based classifiers using network embedding
Quality of syntactic implication of RL-based sentence summarization
Dependable Neural Networks for Safety Critical Tasks.