Tianyu Gu

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

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Tianyu Gu, Brendan Dolan-Gavitt, Siddharth Garg · arXiv (Cornell University) · 2017 · 1K citations · Full text

Engineering, Machine Learning, Information Security +24

Analyzing and mitigating the impact of permanent faults on a systolic array based neural network accelerator

Jeff Zhang, Tianyu Gu, Kanad Basu et al. · 2018 · 165 citations

Array Computing, Engineering, Machine Learning +15

Focused Trajectory Planning for autonomous on-road driving

Tianyu Gu, Jarrod Snider, John M. Dolan et al. · 2013 · 129 citations

Reference Trajectory, Engineering, Field Robotics +19

SafetyNets: Verifiable Execution of Deep Neural Networks on an Untrusted Cloud

Zahra Ghodsi, Tianyu Gu, Siddharth Garg · arXiv (Cornell University) · 2017 · 80 citations · Full text

Untrusted Cloud, Engineering, Information Security +20