Kang Liu

BadNets: Evaluating Backdooring Attacks on Deep Neural Networks

Tianyu Gu, Kang Liu, Brendan Dolan-Gavitt et al. · IEEE Access · 2019 · 1.1K citations · Full text

Deep Neural Networks, Engineering, Machine Learning +15

Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks

Kang Liu, Brendan Dolan-Gavitt, Siddharth Garg · arXiv (Cornell University) · 2018 · 38 citations · Full text

Deep Neural Networks, Attack Success Rate, Machine Learning +12

Analysis and Simulation of Quantum Radar Cross Section

Kang Liu, Huai-tie Xiao, Fan Hong-qi · Chinese Physics Letters · 2014 · 36 citations

Radar, Quantum Science, Modified Analytical Expression +11

Realistic facial expression synthesis for an image-based talking head

Kang Liu, Jöern Ostermann · 2011 · 32 citations

Avatar Animation, Engineering, Biometrics +19

Building Robust Machine Learning Systems

Jeff Zhang, Kang Liu, Faiq Khalid et al. · 2019 · 31 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +16