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Adversarial Attacks and Defenses for Deep Learning Models
Li Minghui, Jiang Peipei, Wang Qian, Shen Chao, Li Qi
2021, 58(5): 909-926. DOI: 10.7544/issn1000-1239.2021.20200920
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Research and Challenge of Distributed Deep Learning Privacy and Security Attack
Zhou Chunyi, Chen Dawei, Wang Shang, Fu Anmin, Gao Yansong
2021, 58(5): 927-943. DOI: 10.7544/issn1000-1239.2021.20200966
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A Review of Fuzzing Techniques
Ren Zezhong, Zheng Han, Zhang Jiayuan, Wang Wenjie, Feng Tao, Wang He, Zhang Yuqing
2021, 58(5): 944-963. DOI: 10.7544/issn1000-1239.2021.20201018
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Research Progress of Neural Networks Watermarking Technology
Zhang Yingjun, Chen Kai, Zhou Geng, Lü Peizhuo, Liu Yong, Huang Liang
2021, 58(5): 964-976. DOI: 10.7544/issn1000-1239.2021.20200978
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A Survey of Intelligent Malware Detection on Windows Platform
Wang Jialai, Zhang Chao, Qi Xuyan, Rong Yi
2021, 58(5): 977-994. DOI: 10.7544/issn1000-1239.2021.20200964
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An Unsupervised Method for Timely Exfiltration Attack Discovery
Feng Yun, Liu Baoxu, Zhang Jinli, Wang Xutong, Liu Chaoge, Shen Mingzhe, Liu Qixu
2021, 58(5): 995-1005. DOI: 10.7544/issn1000-1239.2021.20200902
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Privacy-Preserving Network Attack Provenance Based on Graph Convolutional Neural Network
Li Teng, Qiao Wei, Zhang Jiawei, Gao Yiyang, Wang Shenao, Shen Yulong, Ma Jianfeng
2021, 58(5): 1006-1020. DOI: 10.7544/issn1000-1239.2021.20200942
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A Malicious Code Static Detection Framework Based on Multi-Feature Ensemble Learning
Yang Wang, Gao Mingzhe, Jiang Ting
2021, 58(5): 1021-1034. DOI: 10.7544/issn1000-1239.2021.20200912
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Digital Currency Features Oriented Fine-Grained Code Injection Attack Detection
Sun Cong, Li Zhankui, Chen Liang, Ma Jianfeng, Qiao Xinbo
2021, 58(5): 1035-1044. DOI: 10.7544/issn1000-1239.2021.20200937
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RAIN: A Lightweight Block Cipher Towards Software, Hardware and Threshold Implementations
Cao Meichun, Zhang Wenying, Chen Yanqin, Xing Zhaohui, Wu Lei
2021, 58(5): 1045-1055. DOI: 10.7544/issn1000-1239.2021.20200933
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Security Analysis of SIMON32/64 Based on Deep Learning
Wang Huijiao, Cong Peng, Jiang Hua, Wei Yongzhuang
2021, 58(5): 1056-1064. DOI: 10.7544/issn1000-1239.2021.20200900
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Secret Image Sharing Schemes Based on Region Convolution Neural Network
Liu Yanxiao, Wu Ping, Sun Qindong
2021, 58(5): 1065-1074. DOI: 10.7544/issn1000-1239.2021.20200898
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GRD-GNN: Graph Reconstruction Defense for Graph Neural Network
Chen Jinyin, Huang Guohan, Zhang Dunjie, Zhang Xuhong, Ji Shouling
2021, 58(5): 1075-1091. DOI: 10.7544/issn1000-1239.2021.20200935
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Evaluating Privacy Risks of Deep Learning Based General-Purpose Language Models
Pan Xudong, Zhang Mi, Yan Yifan, Lu Yifan, Yang Min
2021, 58(5): 1092-1105. DOI: 10.7544/issn1000-1239.2021.20200908
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An Evasion Algorithm to Fool Fingerprint Detector for Deep Neural Networks
Qian Yaguan, He Niannian, Guo Yankai, Wang Bin, Li Hui, Gu Zhaoquan, Zhang Xuhong, Wu Chunming
2021, 58(5): 1106-1117. DOI: 10.7544/issn1000-1239.2021.20200903
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Content Type Based Jumping Probability Caching Mechanism in NDN
Guo Jiang, Wang Miao, Zhang Yujun
2021, 58(5): 1118-1128. DOI: 10.7544/issn1000-1239.2021.20190871
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