Zhi Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 49

Top Topics

Object Detectors

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Dependable Secur. Comput.

Publications

Zhi Zhang, Decheng Chen, Jiahao Qi, Yueqiang Cheng, Shijie Jiang, Yiyang Lin, Yansong Gao, Surya Nepal, Yi Zou, Jiliang Zhang, Yang Xiang
SoK: Rowhammer on Commodity Operating Systems. AsiaCCS (2024)
Huming Qiu, Hua Ma, Zhi Zhang, Alsharif Abuadbba, Wei Kang, Anmin Fu, Yansong Gao
Toward a Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Guohong Wang, Hua Ma, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Wei Kang, Said F. Al-Sarawi, Gongxuan Zhang, Derek Abbott
One-to-Multiple Clean-Label Image Camouflage (OmClic) based backdoor attack on deep learning. Knowl. Based Syst. 288 (2024)
Hua Ma, Huming Qiu, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Jiliang Zhang, Said F. Al-Sarawi, Derek Abbott
Quantization Backdoors to Deep Learning Commercial Frameworks. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Xin Zhang, Zhi Zhang, Qingni Shen, Wenhao Wang, Yansong Gao, Zhuoxi Yang, Jiliang Zhang
SegScope: Probing Fine-grained Interrupts via Architectural Footprints. HPCA (2024)
Yinshan Li, Hua Ma, Zhi Zhang, Yansong Gao, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Yifeng Zheng, Said F. Al-Sarawi, Derek Abbott
NTD: Non-Transferability Enabled Deep Learning Backdoor Detection. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Zhi Zhang, Wei He, Yueqiang Cheng, Wenhao Wang, Yansong Gao, Dongxi Liu, Kang Li, Surya Nepal, Anmin Fu, Yi Zou
Implicit Hammer: Cross-Privilege-Boundary Rowhammer Through Implicit Accesses. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Yansong Gao, Huming Qiu, Zhi Zhang, Binghui Wang, Hua Ma, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Surya Nepal
DeepTheft: Stealing DNN Model Architectures through Power Side Channel. CoRR (2023)
Hua Ma, Qun Li, Yifeng Zheng, Zhi Zhang, Xiaoning Liu, Yansong Gao, Said F. Al-Sarawi, Derek Abbott
MUD-PQFed: Towards Malicious User Detection on model corruption in Privacy-preserving Quantized Federated learning. Comput. Secur. 133 (2023)
Jiliang Zhang, Jing Xu, Zhi Zhang, Yansong Gao
Imperceptible Sample-Specific Backdoor to DNN with Denoising Autoencoder. CoRR (2023)
Chunyi Zhou, Yansong Gao, Anmin Fu, Kai Chen, Zhiyang Dai, Zhi Zhang, Minhui Xue, Yuqing Zhang
PPA: Preference Profiling Attack Against Federated Learning. NDSS (2023)
Jiliang Zhang, Shuang Peng, Yansong Gao, Zhi Zhang, Qinghui Hong
APMSA: Adversarial Perturbation Against Model Stealing Attacks. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Huming Qiu, Hua Ma, Zhi Zhang, Yansong Gao, Yifeng Zheng, Anmin Fu, Pan Zhou, Derek Abbott, Said F. Al-Sarawi
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network With IP Protection for Internet of Things. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (4) (2023)
Guohong Wang, Hua Ma, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Wei Kang, Said F. Al-Sarawi, Gongxuan Zhang, Derek Abbott
One-to-Multiple Clean-Label Image Camouflage (OmClic) based Backdoor Attack on Deep Learning. CoRR (2023)
Shang Wang, Yansong Gao, Anmin Fu, Zhi Zhang, Yuqing Zhang, Willy Susilo, Dongxi Liu
CASSOCK: Viable Backdoor Attacks against DNN in the Wall of Source-Specific Backdoor Defenses. AsiaCCS (2023)
Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World. CoRR (2022)
Zhi Zhang, Yueqiang Cheng, Minghua Wang, Wei He, Wenhao Wang, Surya Nepal, Yansong Gao, Kang Li, Zhe Wang, Chenggang Wu
SoftTRR: Protect Page Tables against Rowhammer Attacks using Software-only Target Row Refresh. USENIX Annual Technical Conference (2022)
Yansong Gao, Jianrong Yao, Lihui Pang, Zhi Zhang, Anmin Fu, Naixue Xiong, Hyoungshick Kim
Systematically Evaluation of Challenge Obfuscated APUFs. CoRR (2022)
Huming Qiu, Hua Ma, Zhi Zhang, Alsharif Abuadbba, Wei Kang, Anmin Fu, Yansong Gao
Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures. CoRR (2022)
Hua Ma, Qun Li, Yifeng Zheng, Zhi Zhang, Xiaoning Liu, Yansong Gao, Said F. Al-Sarawi, Derek Abbott
MUD-PQFed: Towards Malicious User Detection in Privacy-Preserving Quantized Federated Learning. CoRR (2022)
Shang Wang, Yansong Gao, Anmin Fu, Zhi Zhang, Yuqing Zhang, Willy Susilo
CASSOCK: Viable Backdoor Attacks against DNN in The Wall of Source-Specific Backdoor Defences. CoRR (2022)
Yansong Gao, Minki Kim, Chandra Thapa, Alsharif Abuadbba, Zhi Zhang, Seyit Camtepe, Hyoungshick Kim, Surya Nepal
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things. IEEE Trans. Computers 71 (10) (2022)
Yueqiang Cheng, Zhi Zhang, Yansong Gao, Zhaofeng Chen, Shengjian Guo, Qifei Zhang, Rui Mei, Surya Nepal, Yang Xiang
Meltdown-type attacks are still feasible in the wall of kernel page-Table isolation. Comput. Secur. 113 (2022)
Hua Ma, Yinshan Li, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Surya Nepal, Derek Abbott
MACAB: Model-Agnostic Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World. CoRR (2022)
Chunyi Zhou, Yansong Gao, Anmin Fu, Kai Chen, Zhiyang Dai, Zhi Zhang, Minhui Xue, Yuqing Zhang
PPA: Preference Profiling Attack Against Federated Learning. CoRR (2022)
Jianrong Yao, Lihui Pang, Yang Su, Zhi Zhang, Wei Yang, Anmin Fu, Yansong Gao
Design and Evaluate Recomposited OR-AND-XOR-PUF. IEEE Trans. Emerg. Top. Comput. 10 (2) (2022)
Yansong Gao, Yeonjae Kim, Bao Gia Doan, Zhi Zhang, Gongxuan Zhang, Surya Nepal, Damith C. Ranasinghe, Hyoungshick Kim
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks. IEEE Trans. Dependable Secur. Comput. 19 (4) (2022)
Jianrong Yao, Lihui Pang, Zhi Zhang, Wei Yang, Anmin Fu, Yansong Gao
Design and Evaluate Recomposited OR-AND-XOR-PUF. CoRR (2021)
Huming Qiu, Hua Ma, Zhi Zhang, Yifeng Zheng, Anmin Fu, Pan Zhou, Yansong Gao, Derek Abbott, Said F. Al-Sarawi
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things. CoRR (2021)
Yansong Gao, Minki Kim, Chandra Thapa, Sharif Abuadbba, Zhi Zhang, Seyit Ahmet Çamtepe, Hyoungshick Kim, Surya Nepal
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things. CoRR (2021)
Zhi Zhang, Yueqiang Cheng, Yansong Gao, Surya Nepal, Dongxi Liu, Yi Zou
Detecting Hardware-Assisted Virtualization With Inconspicuous Features. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Zhi Zhang, Yueqiang Cheng, Minghua Wang, Wei He, Wenhao Wang, Surya Nepal, Yansong Gao, Kang Li, Zhe Wang, Chenggang Wu
SoftTRR: Protect Page Tables Against RowHammer Attacks using Software-only Target Row Refresh. CoRR (2021)
Yinshan Li, Hua Ma, Zhi Zhang, Yansong Gao, Alsharif Abuadbba, Anmin Fu, Yifeng Zheng, Said F. Al-Sarawi, Derek Abbott
NTD: Non-Transferability Enabled Backdoor Detection. CoRR (2021)
Zhi Zhang, Wei He, Yueqiang Cheng, Wenhao Wang, Yansong Gao, Minghua Wang, Kang Li, Surya Nepal, Yang Xiang
BitMine: An End-to-End Tool for Detecting Rowhammer Vulnerability. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Hua Ma, Huming Qiu, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Derek Abbott
Quantization Backdoors to Deep Learning Models. CoRR (2021)
Yueqiang Cheng, Zhi Zhang, Surya Nepal, Zhi Wang
CATTmew: Defeating Software-Only Physical Kernel Isolation. IEEE Trans. Dependable Secur. Comput. 18 (4) (2021)
Zhi Zhang, Yueqiang Cheng, Dongxi Liu, Surya Nepal, Zhi Wang, Yuval Yarom
PThammer: Cross-User-Kernel-Boundary Rowhammer through Implicit Accesses. MICRO (2020)
Minghua Wang, Zhi Zhang, Yueqiang Cheng, Surya Nepal
DRAMDig: A Knowledge-assisted Tool to Uncover DRAM Address Mapping. DAC (2020)
Yansong Gao, Bao Gia Doan, Zhi Zhang, Siqi Ma, Jiliang Zhang, Anmin Fu, Surya Nepal, Hyoungshick Kim
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review. CoRR (2020)
Minghua Wang, Zhi Zhang, Yueqiang Cheng, Surya Nepal
DRAMDig: A Knowledge-assisted Tool to Uncover DRAM Address Mapping. CoRR (2020)
Zhi Zhang, Yueqiang Cheng, Dongxi Liu, Surya Nepal, Zhi Wang, Yuval Yarom
PThammer: Cross-User-Kernel-Boundary Rowhammer through Implicit Accesses. CoRR (2020)
Zhi Zhang, Yueqiang Cheng, Yinqian Zhang, Surya Nepal
GhostKnight: Breaching Data Integrity via Speculative Execution. CoRR (2020)
Yansong Gao, Yeonjae Kim, Bao Gia Doan, Zhi Zhang, Gongxuan Zhang, Surya Nepal, Damith Chinthana Ranasinghe, Hyoungshick Kim
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks. CoRR (2019)
Zhi Zhang, Yueqiang Cheng, Dongxi Liu, Surya Nepal, Zhi Wang
TeleHammer : A Stealthy Cross-Boundary Rowhammer Technique. CoRR (2019)
Zhi Zhang, Yueqiang Cheng
PiBooster: A Light-Weight Approach to Performance Improvements in Page Table Management for Paravirtual Virtual-Machines. CoRR (2019)
Zhi Zhang, Yueqiang Cheng, Surya Nepal, Dongxi Liu, Qingni Shen, Fethi A. Rabhi
A Reliable and Practical Approach to Kernel Attack Surface Reduction of Commodity OS. CoRR (2018)
Zhi Zhang, Yueqiang Cheng, Surya Nepal, Dongxi Liu, Qingni Shen, Fethi A. Rabhi
KASR: A Reliable and Practical Approach to Attack Surface Reduction of Commodity OS Kernels. RAID (2018)
Yueqiang Cheng, Zhi Zhang, Surya Nepal
Still Hammerable and Exploitable: on the Effectiveness of Software-only Physical Kernel Isolation. CoRR (2018)
Zhi Zhang, Yueqiang Cheng
PiBooster: Performance Accelerations in Page Table Management for Paravirtual VMs. CLOUD (2016)
Qingni Shen, Mian Wan, Zhuangzhuang Zhang, Zhi Zhang, Sihan Qing, Zhonghai Wu
A Covert Channel Using Event Channel State on Xen Hypervisor. ICICS (2013)