Zecheng He

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

Anomaly Detection

Biomedical Images

Color Image Restoration

Top Venues

TrustCom/BigDataSE

Publications

Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
Adversarial Medical Image With Hierarchical Feature Hiding. IEEE Trans. Medical Imaging 43 (4) (2024)
Guangyuan Hu, Zecheng He, Ruby B. Lee
SoK: Hardware Defenses Against Speculative Execution Attacks. CoRR (2023)
Junjiao Tian, Xiaoliang Dai, Chih-Yao Ma, Zecheng He, Yen-Cheng Liu, Zsolt Kira
Trainable Projected Gradient Method for Robust Fine-Tuning. CVPR (2023)
Junjiao Tian, Xiaoliang Dai, Chih-Yao Ma, Zecheng He, Yen-Cheng Liu, Zsolt Kira
Trainable Projected Gradient Method for Robust Fine-tuning. CoRR (2023)
Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
Adversarial Medical Image with Hierarchical Feature Hiding. CoRR (2023)
Zecheng He, Guangyuan Hu, Ruby B. Lee
CloudShield: Real-time Anomaly Detection in the Cloud. CODASPY (2023)
Guangyuan Hu, Zecheng He, Ruby B. Lee
SoK: Hardware Defenses Against Speculative Execution Attacks. SEED (2021)
Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks. MICCAI (3) (2021)
Zecheng He, Ruby B. Lee
CloudShield: Real-time Anomaly Detection in the Cloud. CoRR (2021)
Zecheng He, Srinivas Sunkara, Xiaoxue Zang, Ying Xu, Lijuan Liu, Nevan Wichers, Gabriel Schubiner, Ruby B. Lee, Jindong Chen
ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces. AAAI (2021)
Qingsong Yao, Zecheng He, S. Kevin Zhou
Medical Aegis: Robust adversarial protectors for medical images. CoRR (2021)
Zecheng He, Tianwei Zhang, Ruby B. Lee
Attacking and Protecting Data Privacy in Edge-Cloud Collaborative Inference Systems. IEEE Internet Things J. 8 (12) (2021)
Guangyuan Hu, Zecheng He, Ruby B. Lee
Smartphone Impostor Detection with Behavioral Data Privacy and Minimalist Hardware Support. CoRR (2021)
Zecheng He, Guangyuan Hu, Ruby B. Lee
New Models for Understanding and Reasoning about Speculative Execution Attacks. HPCA (2021)
Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks. CoRR (2020)
Guangyuan Hu, Zecheng He, Ruby B. Lee
Smartphone Impostor Detection with Built-in Sensors and Deep Learning. CoRR (2020)
Zecheng He, Guangyuan Hu, Ruby B. Lee
New Models for Understanding and Reasoning about Speculative Execution Attacks. CoRR (2020)
Zecheng He, Srinivas Sunkara, Xiaoxue Zang, Ying Xu, Lijuan Liu, Nevan Wichers, Gabriel Schubiner, Ruby B. Lee, Jindong Chen
ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces. CoRR (2020)
Qingsong Yao, Zecheng He, Hu Han, S. Kevin Zhou
Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection. CoRR (2020)
Qingsong Yao, Zecheng He, Hu Han, S. Kevin Zhou
Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection. MICCAI (4) (2020)
Zecheng He, Tianwei Zhang, Ruby B. Lee
Sensitive-Sample Fingerprinting of Deep Neural Networks. CVPR (2019)
Zecheng He, Aswin Raghavan, Guangyuan Hu, Sek M. Chai, Ruby B. Lee
Power-Grid Controller Anomaly Detection with Enhanced Temporal Deep Learning. TrustCom/BigDataSE (2019)
Zecheng He, Tianwei Zhang, Ruby B. Lee
Model inversion attacks against collaborative inference. ACSAC (2019)
Zecheng He, Aswin Raghavan, Sek M. Chai, Ruby B. Lee
Detecting Zero-day Controller Hijacking Attacks on the Power-Grid with Enhanced Deep Learning. CoRR (2018)
Tianwei Zhang, Zecheng He, Ruby B. Lee
Privacy-preserving Machine Learning through Data Obfuscation. CoRR (2018)
Zecheng He, Tianwei Zhang, Ruby B. Lee
VerIDeep: Verifying Integrity of Deep Neural Networks through Sensitive-Sample Fingerprinting. CoRR (2018)
Zecheng He, Ruby B. Lee
How secure is your cache against side-channel attacks? MICRO (2017)
Zecheng He, Ketan Tang, Lu Fang
Cross-scale color image restoration under high density Salt-and-Pepper Noise. ICIP (2017)
Zecheng He, Tianwei Zhang, Ruby B. Lee
Machine Learning Based DDoS Attack Detection from Source Side in Cloud. CSCloud (2017)