Engineering Dependable and Secure Machine Learning Systems
Papers
Evaluation of Predictive Models for Wildlife Poaching Activity through Controlled Field Test in Uganda
PDFAutonomous Model Management via Reinforcement Learning
PDFCan We Achieve Open Category Detection with Guarantees?
PDFDenoising Dictionary Learning Against Adversarial Perturbations
PDFOptimizing Hierarchical Classification with Adaptive Node Collapses
PDFMTDeep: Boosting the Security of Deep Neural Nets Against Adversarial Attacks with Moving Target Defense
PDFMultiple-Implementation Testing of Supervised Learning Software
PDFClimbing the Kaggle Leaderboard by Exploiting the Log-Loss Oracle
PDFTelemade: A Testing Framework for Learning-Based Malware Detection Systems
PDFDistributed Deep Learning under Differential Privacy with the Teacher-Student Paradigm
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