Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yanzhao Wu

Promoting High Diversity Ensemble Learning with EnsembleBench


Oct 20, 2020
Yanzhao Wu, Ling Liu, Zhongwei Xie, Juhyun Bae, Ka-Ho Chow, Wenqi Wei


  Access Paper or Ask Questions

Understanding Object Detection Through An Adversarial Lens


Jul 11, 2020
Ka-Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu


  Access Paper or Ask Questions

A Framework for Evaluating Gradient Leakage Attacks in Federated Learning


Apr 23, 2020
Wenqi Wei, Ling Liu, Margaret Loper, Ka-Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu


  Access Paper or Ask Questions

TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems


Apr 09, 2020
Ka-Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu


  Access Paper or Ask Questions

Cross-Layer Strategic Ensemble Defense Against Adversarial Examples


Oct 01, 2019
Wenqi Wei, Ling Liu, Margaret Loper, Ka-Ho Chow, Emre Gursoy, Stacey Truex, Yanzhao Wu

* To appear in IEEE ICNC 2020 

  Access Paper or Ask Questions

Deep Neural Network Ensembles against Deception: Ensemble Diversity, Accuracy and Robustness


Aug 29, 2019
Ling Liu, Wenqi Wei, Ka-Ho Chow, Margaret Loper, Emre Gursoy, Stacey Truex, Yanzhao Wu

* To appear in IEEE MASS 2019 

  Access Paper or Ask Questions

Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks


Aug 21, 2019
Ka-Ho Chow, Wenqi Wei, Yanzhao Wu, Ling Liu


  Access Paper or Ask Questions

Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks


Aug 18, 2019
Yanzhao Wu, Ling Liu, Juhyun Bae, Ka-Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang


  Access Paper or Ask Questions

A Comparative Measurement Study of Deep Learning as a Service Framework


Oct 29, 2018
Yanzhao Wu, Ling Liu, Calton Pu, Wenqi Cao, Semih Sahin, Wenqi Wei, Qi Zhang


  Access Paper or Ask Questions

Adversarial Examples in Deep Learning: Characterization and Divergence


Oct 29, 2018
Wenqi Wei, Ling Liu, Stacey Truex, Lei Yu, Mehmet Emre Gursoy, Yanzhao Wu


  Access Paper or Ask Questions