Xingyu Zhou

According to our database, Xingyu Zhou authored at least 6 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Adversarially Robust Edge-Based Object Detection for Assuredly Autonomous Systems.

Robert Canady, Xingyu Zhou, Yogesh D. Barve, Daniel Balasubramanian, Aniruddha Gokhale

Proceedings of the IEEE International Conference on Assured Autonomy, 2022

Guarding Against Universal Adversarial Perturbations in Data-driven Cloud/Edge Services.

Xingyu Zhou, Robert Canady, Yi Li, Shunxing Bao, Yogesh D. Barve, Daniel Balasubramanian, Aniruddha Gokhale

Proceedings of the IEEE International Conference on Cloud Engineering, 2022

Applying DDDAS Principles for Realizing Optimized and Robust Deep Learning Models at the Edge.

Robert Canady, Xingyu Zhou, Yogesh D. Barve, Daniel Balasubramanian, Aniruddha Gokhale

Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

2020

Cost-effective Hardware Accelerator Recommendation for Edge Computing.

Xingyu Zhou, Robert Canady, Shunxing Bao, Aniruddha Gokhale

Proceedings of the 3rd USENIX Workshop on Hot Topics in Edge Computing, 2020

Overcoming Stealthy Adversarial Attacks on Power Grid Load Predictions Through Dynamic Data Repair.

Xingyu Zhou, Robert Canady, Yi Li, Xenofon D. Koutsoukos, Aniruddha Gokhale

Proceedings of the Dynamic Data Driven Applications Systems, 2020

2019

Load forecasting with adversarial attacks in power systems using DeepForge.

Xingyu Zhou, Yi Li, Carlos A. Barreto, Péter Völgyesi, Xenofon D. Koutsoukos

Proceedings of the 6th Annual Symposium on Hot Topics in the Science of Security, 2019