Search Results - "ZHANG Fangjiao"

XMAM:X-raying models with a matrix to reveal backdoor attacks for federated learning by Zhang, Jianyi, Zhang, Fangjiao, Jin, Qichao, Wang, Zhiqiang, Lin, Xiaodong, Hei, Xiali

“…Federated Learning (FL), a burgeoning technology, has received increasing attention due to its privacy protection capability. However, the base algorithm…”
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Dissecting zero trust: research landscape and its implementation in IoT by Liu, Chunwen, Tan, Ru, Wu, Yang, Feng, Yun, Jin, Ze, Zhang, Fangjiao, Liu, Yuling, Liu, Qixu

“…As a progressive security strategy, the zero trust model has attracted notable attention and importance within the realm of network security, especially in the…”
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EVFeX: An efficient vertical federated XGBoost algorithm based on optimized secure matrix multiplication by Zhang, Fangjiao, Wang, Li, Cui, Chang, Meng, Qingshu, Yang, Min

“…Federated Learning is a distributed machine learning paradigm that enables multiple participants to collaboratively train models without compromising the…”
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SLBot: A Serverless Botnet Based on Service Flux by Di Wu, Binxing Fang, Jie Yin, Fangjiao Zhang, Xiang Cui

“…Today, botnet continue to be a significant threat to Internet, and is still responsible for most large scale cyber-attacks. An obvious strategy for preventing…”
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Secure vertical federated learning based on feature disentanglement by Zhang, Fangjiao, Li, Guoqiang, Suo, Zhufeng, Wang, Li, Cui, Chang, Meng, Qingshu

“…•A new vertical federated learning framework (SVFL) preventing label owner from label inference attack.•A feature disentanglement based method to prevent…”
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Survey of industrial Internet traffic analysis technology by LIU Qixu, XIAO Juxin, TAN Yaokang, WANG Chengchun, HUANG Hao, ZHANG Fangjiao, YIN Jie, LIU Yuling

“…To gain an in-depth awareness of the application of traffic analysis technology in the industrial Internet, the differences between the industrial Internet and…”
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XMAM:X-raying Models with A Matrix to Reveal Backdoor Attacks for Federated Learning by Zhang, Jianyi, Zhang, Fangjiao, Jin, Qichao, Wang, Zhiqiang, Lin, Xiaodong, Hei, Xiali

“…Federated Learning (FL) has received increasing attention due to its privacy protection capability. However, the base algorithm FedAvg is vulnerable when it…”
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A Systematic Study of AI Applications in Cybersecurity Competitions by Zhang, Fangjiao, Cui, Xiang, Wang, Zhi, Chen, Shaomian, Liu, Qixu, Liu, Chaoge

“…With more and more advanced persistent threats and other advanced attacks emerging, the cybersecurity situation becomes complicated and grim. Owing to its…”
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