Xiaoguang Wang

Improving the Interpretability of Deep Neural Networks with Knowledge Distillation

2018

Deep Neural Networks have achieved huge success at a wide spectrum of applications from language modeling, computer vision to speech recognition. However, nowadays, good performance alone is not enough to satisfy the needs of practical …

sMVX: Multi-Variant Execution on Selected Code Paths

2024

Multi-Variant Execution (MVX) is an effective way to detect memory corruption vulnerabilities, intrusions, or live software updates. A traditional MVX system concurrently runs multiple copies of functionally identical, layout-different program variants. Therefore, a typical memory …