Sep 30, 2018 Attacking Object Detectors via Imperceptible Patches on Background
Authors: Yuezun Li, Xian Bian, Siwei Lyu
Summary: State of the art object detection techniques use context information to achieve high classification accuracy. This makes them vulnerable.
Read more
Sep 17, 2018 With Great Training Comes Great Vulnerability Practical Attacks against Transfer Learning
Authors: Bolun Wang, Yuanshun Yao, Bimal Viswanath, Haitao Zheng and Ben Y. Zhao
Summary: Building a model via transfer learning increases its vulnerability to misclassification attacks.
Read more
Sep 3, 2018 Skill Squatting Attacks on Amazon Alexa
Authors: Deepak Kumar, Riccardo Paccagnella, Paul Murley, Eric Hennenfent, Joshua Mason, Adam Bates, Michael Bailey
Summary:
Read more