BadNets: Evaluating Backdooring Attacks on Deep Neural Networks

Tianyu Gu, Kang Liu, Brendan Dolan-Gavitt, +1

IEEE Access

Deep Neural NetworksEngineeringMachine LearningData ScienceMachine Learning Model +13

BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Tianyu Gu, Brendan Dolan-Gavitt, Siddharth Garg

arXiv (Cornell University)

EngineeringMachine LearningInformation SecuritySupply NetworkNeural Network +22

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

Jeff Zhang, Tianyu Gu, Kanad Basu, +1

Array ComputingEngineeringMachine LearningHardware AccelerationHigh-performance Architecture +13

Focused Trajectory Planning for autonomous on-road driving

Tianyu Gu, Jarrod Snider, John M. Dolan, +1

Reference TrajectoryEngineeringField RoboticsTrajectory PlanningSystems Engineering +17

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

Zahra Ghodsi, Tianyu Gu, Siddharth Garg

arXiv (Cornell University)

Untrusted CloudEngineeringInformation SecurityVerificationAi Safety +18

Marketing Ideas: How to Write Research Articles that Readers Understand and Cite

Nooshin L. Warren, Matthew Farmer, Tianyu Gu, +1

Journal of Marketing

Consumer ResearchWrite Research ArticlesCommunicationJournalismReaders Understand +15

A visual reasoning approach for data-driven transport assessment on urban roads

Fei Wang, Wei Chen, Feiran Wu, +6

Transport Network AnalysisEngineeringData-driven Transport AssessmentSocial SciencesIntelligent Traffic Management +18

Automated tactical maneuver discovery, reasoning and trajectory planning for autonomous driving

Tianyu Gu, John M. Dolan, Jin Woo Lee

Artificial IntelligenceEngineeringIntelligent SystemsTactical ReasoningTrajectory Planning +19

Adaptively Exploring Population Mobility Patterns in Flow Visualization

Fei Wang, Wei Chen, Ye Zhao, +3

IEEE Transactions on Intelligent Transportation Systems

EngineeringSmart CityLocalizationSpatiotemporal DatabaseSocial Sciences +16

SafetyNets: verifiable execution of deep neural networks on an untrusted cloud

Zahra Ghodsi, Tianyu Gu, Siddharth Garg

Neural Information Processing Systems

Untrusted CloudEngineeringInformation SecurityVerificationAi Safety +18