个人简介
Professional Experience
Jan. 2024 - Present Professor, School of Information and Communication Engineering, Dalian University of Technology, Dalian, Liaoning, China.
Oct. 2017 - Jan. 2019 Visiting Scholar, Department of Computer Science, State University of New York at Buffalo, Buffalo, NY, USA.
Jan. 2016 - Dec. 2023 Associate Professor, School of Information and Communication Engineering, Dalian University of Technology, Dalian, Liaoning, China.
Sep. 2012 - Dec. 2015 Assistant Professor, School of Information and Communication Engineering, Dalian University of Technology, Dalian, Liaoning, China.
Aug. 2010 - Aug. 2012 Post-Doc, Faculty of Management and Economics, Dalian University of Technology, Dalian, Liaoning, China.
Education
Ph.D.July. 2010, Signal and Information Processing Dalian University of Technology, Dalian, Liaoning, China Dissertation: Study on Passive and Blind Digital Image Forensics Using Characteristics Introduced by Image Formation
M.S. Jan. 2006, Signal and Information Processing Dalian University of Technology, Dalian, Liaoning, China
B.S. July. 2003, Electronic and Information Engineering Dalian University of Technology, Dalian, Liaoning, China
研究领域
1 Digital Image Forensics
(1)Facing the application of the judicial needs and the construction of the social credit system, and especially for the characteristic of the digital image being easy to be tempered, we study the passive blind forensics technology of digital image. Through the analysis and researches on the intrinsic statistical characteristics of digital image, we construct the feature space which is suitable for the identification and detection of the content authenticity of digital image, and we analyze the influence of the typical tampering and forgery operation on the feature of digital image, and also we study the method of accurate positioning of the detection and tempered forgery area of the tempered forgery digital image.
(2)In the aspect of integrity of the judicial evidence supervision chain, especially for the problem of source identification of digital image, we study the identification technology of access device type, access device model as well as access device individual of digital image, and also we use pattern recognition and machine learning to construct practical digital image source identification system and improve the judicial evidence supervision chain.
2 Image Steganography and Steganalysis
(1)For the steganography, we study the objective description and evaluation of the privacy and security constrained by digital image statistical feature model in which JPEG, BMP and so on are typical based on digital image statistical feature, then we constrain the safe image steganography algorithm based on statistical feature model.
(2)For the steganography, especially for the secret decision problem whether the measured data is hiding secret information, we respectively construct the targeted and generalized steganalysis detection algorithm from the extraction of the statistical characteristics of steganalysis and the research and design of the classification and so on, then we construct the steganalysis assistant decision system.
近期论文
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Mengnan Zhao, Bo Wang, Weikuo Guo, Wei Wang. Protecting by Attacking: A Personal Information Protecting Method with Cross-modal Adversarial Examples. Neurocomputing, 2023,551: 126481.
Bo Wang, Jiayao Hou, Fei Wei, Fei Yu, Weiming Zheng. MDM-CPS: A Few-shot Sample Approach for Source Camera Identification. Expert Systems With Applications, 2023,229: 120315.
Bo Wang, Xiaohan Wu, Yeling Tang, Yanyan Ma, Zihao Shan, Fei Wei. Frequency Domain Filtered Residual Network for Deepfake Detection. Mathematics, 2023,11(4): 816.
Bo Wang, Fei Yu, Yanyan Ma, Haining Zhao, Jiayao Hou, Weiming Zheng. PCEP: Few-Shot Model-Based Source Camera Identification. Mathematics, 2023,11(4): 803.
Bo Wang, Xiaorui Dai, Wei Wang, Fei Yu, Fei Wei, Mengnan Zhao. Adversarial Examples for Poisoning Attack against Federated Learning. Science China Information Sciences, 2023, 53(3):470-484. (In Chinese)
Mengnan Zhao, Bo Wang, Wei Wang, Yuqiu Kong, Tianhang Zheng, Kui Ren. Guided Erasable Adversarial Attack (GEAA) Toward Shared Data Protection. IEEE Transactions on Information Forensics & Security, 2022,17: 2468-2482.
Bo Wang, Yue Wang, Wei Wang, Jiayao Hou. Envelope Optimization Based on Adaptive Clustering for Open-Set Camera Model Identification. ACTA ELECTRONICA SINICA, 2022, 8(50): 1840-1850. (In Chinese)(PDF)
Bo Wang, Jiayao Hou, Yanyan Ma, Fei Wang, Fei Wei. Multi-DS Strategy for Source Camera Identification in Few-shot Sample Data Set. Security and Communication Networks, 2022: 8716884.
Bo Wang, Shiqi Wu, Fei Wei, Yue Wang, Jiayao Hou, Xue Sui. Virtual Sample Generation for Few-Shot Source Camera Identification. Journal of Information Security and Applications, 2022, 66: 103153.
Bo Wang, Yucai Li, Xiaohan Wu, Yanyan Ma, Zengren Song, Mingkan Wu. Face Forgery Detection Based on the Improved Siamese Network. Security and Communication Networks, 2022: 5169873.
Bo Wang, Yue Wang, Jiayao Hou, Yi Li, Yanqing Guo. Open-Set Source Camera Identification Based on Envelope of Data Clustering Optimization (EDCO). Computers & Security, 2022, 113: 102571.
Bo Wang, Mengnan Zhao, Wei Wang, Xiaorui Dai, Yi Li, Yanqing Guo. Adversarial Analysis for Source Camera Identification. IEEE Transactions on Circuits Systems for Video Technology, 2021, 31(11): 4174-4186.
Bo Wang, Mengnan Zhao, Wei Wang, Fei Wei, Zhan Qin, Kui Ren. Are You Confident That You Have Successfully Generated Adversarial Examples?. IEEE Transactions on Circuits Systems for Video Technology, 2021, 31(6): 2089-2099.
Bo Wang, Yue Wang, Jiayao Hou, Xue Sui, Meineng Zhu. Discriminative Feature Projection for Camera Model Identification of Recompressed Images. Multimedia Tools and Applications, 2021, 80: 29719-29743.
Shiqi Wu, Bo Wang, Jianxiang Zhao, Mengnan Zhao, Kun Zhong, Yanqing Guo. Virtual Sample Generation and Ensemble Learning Based Image Source Identification with Small Training Samples. International Journal of Digital Crime and Forensics, 2021, 13(3): 34-46.
Guowen Zhang, Bo Wang, Fei Wei, Kaize Shi, Yue Wang, Xue Sui, Meineng Zhu. Source Camera Identification for Re-Compressed Images: A Method Based on Tri-Transfer Learning. Computers & Security, 2021, 100: 102076.
Xin Zheng, Huaibo Huang, Yanqing Guo, Bo Wang, Ran He. BLAN: Bi-directional Ladder Attentive Network for Facial Attribute Prediction. Pattern Recognition, 2020, 4(100): 107155.
Bo Wang, Kun Zhong, Zihao Shan, Meineng Zhu, Xue Sui. A Unified Framework of Source Camera Identification Based on Features. Forensic Science International, 2020, 307: 110109.
Mengnan Zhao, Bo Wang, Fei Wei, Meineng Zhu, Xue Sui. Source Camera Identification Based on Coupling Coding and Adaptive Filter. IEEE Access, 2020, 8: 54431-54440.
Hongyong Jia, Yue Chen, Yan Li, Xincheng Yan, Fenlin Liu, Xiangyang Luo, Bo Wang. Attributes Revocation Through Ciphertext Puncturation. Journal of Information Security and Application, 2019, 48: 102355.
Wei She, Qi Liu, Zhao Tian, Jian-Sen Chen,Bo Wang, Wei Liu. Blockchain Trust Model for Malicious Node Detection in Wireless Sensor Networks. IEEE Access, 2019, 7: 38947-38956.
Ke Niu, Jun Li, Xiaoyuan Yang, Shuo Zhang, Bo Wang. Hybrid Adaptive Video Steganography Scheme Under Game Model. IEEE Access, 2019, 7: 61523-61533.
Bo Wang, Yabin Li, Xue Sui, Ming Li, Yanqing Guo. Joint Statistics Matching for Camera Model Identification of Recompressed Images. Mathematical Biosciences and Engineering, 2019, 16(5): 5041-5061.
Bo Wang, Yabin Li, JianXiang Zhao, Xue Sui, Xiangwei Kong. JPEG Compression History Detection Based on Detail Deviation. Mathematical Biosciences and Engineering, 2019, 16(5): 5584-5594.(PDF)
Ruixiang Li, Yingying Liu, Yaqiong Qiao, Te Ma, Bo Wang, Xiangyang Luo. Street-Level Landmarks Acquisition Based on SVM Classifiers. Computers, Materials and Continua, 2019, 58(2): 591-606.
Yan Li, Junwei Wang, Shuangkui Ge, Xiangyang Luo, Bo Wang. A Reversible Database Watermarking Method with Low Distortion. Mathematical Biosciences and Engineering, 2019, 16(5): 4053-4068.
Bo Wang, Kun Zhong, Ming Li. Ensemble Classifier Based Source Camera Identification Using Fusion Features. Multimedia Tools and Applications, 2019, 78: 8397-8422.
Yong Yang, Xiangwei Kong, Bo Wang, Ke Ren, Yanqing Guo. Steganalysis on Internet Images via Domain Adaptive Classifier. Neurocomputing, 2019, 351: 205-216.
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