MARBLE: Model-Based Robustness Analysis of Stateful Deep Learning Systems
ASE 2020, 2020.
Deep learning (DL) has recently started to be applied in many applications, e.g., autonomous driving, speech recognition, and natural language processing. Yet, many state-of-the-art DL systems are still vulnerable to adversarial examples, which hinders their adoptions in safety- and security-critical scenarios. While some recent progress ...More
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