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王晓峰博士,女,西安理工大学教授,博士生导师。本科毕业于天津大学应用数学系,西安交通大学“控制科学与工程”博士后流动站“人工智能与机器人研究所”出站博士后,美国宾夕法尼亚大学计算机与信息科学系Grasp实验室访问学者。
主要研究兴趣:(1)人工智能安全:深度伪造及深度伪造检测技术。(2)数字媒体安全:图像/视频伪造检测、来源鉴别和操作历史追踪、图像/视频加密和解密、数字水印与隐写取证分析。(3)基于内容的图像检索和图像超分辨率重建。(4)工业大数据驱动的系统故障智能检测、预测与健康管理。
主持完成国家自然科学基金、博士后科学基金、陕西省自然科学基金等省部级以上项目40多项,参与完成科技部重大研究计划、国家自然科学基金重点项目、数学天元基金、陕西省自然科学基金等省部级以上项目20多项。获陕西省高等学校科学技术一等奖1项,二等奖3项,中国自动化学会科技进步二等奖1项。获授权发明专利18项。国内外期刊公开发表学术论文150多篇。
(1) 国家自然科学基金面上项目:No.62376212, 增量小样本深度伪造检测方法研究, 2024.01-2027.12
(2) 国家自然科学基金面上项目:No.61772416,基于视觉感知机理的图像内容关联性和有效性取证研究, 2018.1-2021.12
(3) 国家自然科学基金面上项目:No.61075007,基于主动取证的图像/视频鉴伪计算方法研究 2011.1-2013.12
(4) 陕西省重点研发计划(一般项目-工业领域):No.2022GY-087, 增量小样本目标检测方法研究,2022.01-2023.12;
(5) 陕西省技术创新引导专项--科技成果转移与推广计划-吸纳成果转化项目-供给方项目,2018XNCG-G-02,新一代EMVP-视觉智能系统,2018.01-2020.12
(6) 陕西省教育厅重点实验室项目(陕西省网络计算与安全技术重点实验室),No.17JS098,基于感知Hash的图像/视频内容真实性计算方法研究,2017.06-2019.12
科研论文:
[1] Ningning Bai, Xiaofeng Wang, Ruidong Han, Jianpeng Hou, Qin Wang, Shanmin Pang, Towards generalizable face forgery detection via mitigating spurious correlation, Neural Networks, Volume 182, 2025, 106909. SCI: 001364388200001
[2] Ningning Bai, Xiaofeng Wang, Ruidong Han, Qin Wang, Zinian Liu, PAFormer: Anomaly Detection of Time Series With Parallel-Attention Transformer, IEEE Transactions on Neural Networks and Learning Systems, Vol.36, No. 2, February 2025. SCI: 001126642800001
[3] R. Han, Xiaofeng Wang, N. Bai, Y. Wang, J. Hou and J. Xue, HDF-Net: Capturing Homogeny Difference Features to Localize the Tampered Image, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 12, pp. 10005-10020, Dec. 2024. SCI: 001364431200157
[4] Dong Liu, Xiaofeng Wang, Ruidong Han, Ningning Bai, Jianpeng Hou, Shanmin Pang, CTE-Net: Contextual Texture Enhancement Network for Image Super-Resolution, IEEE Transactions on Multimedia, Vol.26, Aug. 2024, pp.8000-8013. SCI: 001283692500031
[5] Jianpeng Hou, Xiaofeng Wang, Ruidong Han, Mao Jia, Dong Liu, Qinhua Yu, Shanmin Pang,Image splicing region localization with adaptive multi-feature filtration, Expert Systems with Applications, Vol.247, No.C, 123250, AUG 1 2024. SCI: 001171324500001
[6] Xiaofeng Wang, Ying Zhang, Ningning Bai, Qinhua Yu, Qin Wang, Class-imbalanced time series anomaly detection method based on cost-sensitive hybrid network, Expert Systems with Applications, Vol.238, Mar. 15 2024. SCI:001096425100001
[7] Ruidong Han, Xiaofeng Wang, Ningning Bai, Qin Wang, Zinian Liu, Jianru Xue, FCD-Net: Learning to Detect Multiple Types of Homologous Deepfake Face Images, IEEE Transactions on Information Forensics and Security. Vol.18, April 2023, pp.2653-2666, DOI10.1109/TIFS.2023.3269152. SCI:000981885300003
[8] Qinhua Yu, Xiaofeng Wang, Mao Jia, Ningning Bai, Jianpeng Hou, Dong Liu. GTA-Net: A Robust Method for Deepfake Face Image Detection. 2023 China Automation Congress, CAC2023: 4576-4581. EI: 20241515852681
[9] Jinjin Lei, Xiaofeng Wang, Jianpeng Hou, Zinian Liu, Perceptual Image Hash for Fine-Grained Tampering Detection, 2023 China Automation Congress, CAC 2023, p 5565-5570, 2023. EI: 20241515853250
[10] Xiaofeng Wang, Zekun Zhao, Chi Zhang, Ningning Bai, Xingfu Hu, SE-ResNet56: Robust Network Model for Deepfake Detection, The 21st International Workshop on Digital- forensics and Watermarking, IWDW 2022, China, Guilin, 18-19, Nov. 2022, Volume 13825 LNCS, Pages 37-52, 2023. EI: 20230713595600
[11] Xiaofeng Wang,Yan Wang,Jinjin Lei,Bin Li,Qin Wang,Jianru Xue,Coarse-to-fine-grained method for image splicing region detection, Pattern Recognition, Volume 122, February 2022, 108347. SCI: 000704893500016
[12] Xiaofeng Wang, Qian Zhang, Chuntao Jiang, Jianru Xue, Perceptual hash-based coarse-to-fine grained image tampering forensics method, Journal of Visual Communication and Image Representation, Vol.78 (2021), 103124, July 2021, 103124. SCI:000674618200003
[13] Xiaofeng Wang, Xinai Li, Chao Tang, Shaolin Hu, Median filtering detection using LBP encoding pattern,MULTIMEDIA TOOLS AND APPLICATIONS, Vol.80(12), pp. 17721-17744, MAY 2021. SCI:000616915300001
[14] Xiaofeng Wang, Bin Li, Yan Wang, Jinjin Lei, Jianru Xue, An efficient batch images encryption method based on DNA encoding and PWLCM, MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80(1):943-971. SCI:000566318900011
[15] Jiaojiao Hu, Xiaofeng Wang, Ying Zhang, Depeng Zhang, Meng Zhang, Jianru Xue, Time Series Prediction Method Based on Variant LSTM Recurrent Neural Network, Neural Processing Letters, v 52, n 2, p 1485-1500, October 1, 2020. SCI:000558770500003
[16] XiaoFeng Wang, Ying Zhang, Multi-Step-Ahead Time Series Prediction Method with Stacking LSTM Neural Network, 2020 3rd International Conference on Artificial Intelligence and Big Data, ICAIBD 2020, Chengdu, China, p 51-55, May 2020. EI: 20203309055249
[17] Xiaofeng Wang, Chuntao Jiang, Qian Zhang, Finer-grained image splicing localization method based on noise level estimation, ACM International Conference Proceeding Series, 2020, ICMIP 2020 - Proceedings of 2020 5th International Conference on Multimedia and Image Processing, p 86-91, Nanjing, China, January 10-11, 2020. EI: 20201208308008
[18] Xiaofeng Wang, Qian Zhang, Chuntao Jiang, Ying Zhang, Coarse-to-fine Grained Image Splicing Localization Method Based on Noise Level Inconsistency, 2020 International Conference on Computing, Networking and Communications, ICNC 2020, p 79-83, Big Island, Hawaii, USA, February 17-20, 2020. EI: 20201708506271
[19] Xiaofeng Wang, Xiaorui Zhou, Qian Zhang, Bingchao Xu, Jianru Xue, Image alignment based perceptual image hash for content authentication, Signal Processing: Image Communication Vol.80 (2020), UNSP 115642. SCI: 000501394800005
[20] Depeng Zhang, Xiaofeng Wang, Meng Zhang, Image splicing localization using noise distribution characteristic, Multimedia Tools and Application,Vol.78(16), 22223-22247, AUG 2019. SCI: 000479055400003
[21] Xiaofeng Wang, D. Zhou, N. Zeng, X. Yu, S. Hu, Super-Resolution Image Reconstruction Using Surface Fitting with Hierarchical Structure, Journal of Visual Communication and Image Representation. Volume 53, May 2018, Pages 65-75. SCI: 000432232800007
[22] Xiaofeng Wang, Xiao Han, Jianghuan Xi, Shangping Wang, Reversible Data Hiding in Encrypted Image with Separable Data Extraction from Image Decryption, Multimedia Tools and Application, Vol.76(5), 6127-6142, MAR 2017. SCI:000397278400002
[23] Bingchao Xu, Xiaofeng Wang, Xiaorui Zhou, Jianghuan Xi, Shangping Wang, Source camera identification from image texture features, Neurocomputing, vol.207(9), 131-140 SEP 26 2016. SCI:000382794500012
[24] Xiaofeng Wang, Guanghui He, Chao Tang, Yali Han, Shangping Wang, Keypoints-Based Image Passive Forensics Method for Copy-Move Attacks, International Journal of Pattern Recognition and Artificial Intelligence, Vol. 30, No. 3 (2016) 1655008. SCI:000371125000003
[25] Xiaofeng Wang, Kemu Pang, Xiaorui Zhou, Yang Zhou, Lu Li, Jianru Xue, A Visual Model based Perceptual Image Hash for Content Authentication, IEEE Transactions on Information Forensics and Security. Vol.10, No. 7, July 2015, 1336-1349. SCI: 000354956100002
[26] Xiaofeng Wang, Chengcheng Wei, Xiao Han, Steganography Forensics Method for Detecting LSB Replacement Attack, Journal of Electronic Imaging,24(1), 013016-1-013013, Jan. 24 2015. SCI: 000350466100017
[27] Xiaofeng Wang, Yong Liu, Bingchao Xu, Lu Li, Jianru Xue , A Statistical Feature based Approach to Distinguish PRCG from photographs, Computer Vision and Image Understanding, Volume 128, July 2014, pp. 84-93. SCI: 000341482400006
[28] Xiaofeng Wang, Lixin Zhang, Kemu Pang, A Contourlet-Domain Image Signature for Content Authentication, 2013 Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2013), 16-18 October 2013, Beijing, China. EI:20143017984808
[29] Xiaofeng Wang, Jianru Xue , Zhenqiang Zheng, Zhenli Liu, Ning Li, Image forensic signature for content authenticity analysis, Journal of Visual Communication and Image Representation, Volume 23, Issue 5, pp.782-797. July 2012. SCI: 000314145400009
[30] Xiaofeng Wang, Nanning Zheng, Jianru Xue, Zhenli Liu. A Novel Image Signature Method for Content Authentication. The Computer Journal, Vol.55(6), pp.686-701, 2012. SCI: 000304831800004
[31] Xiaofeng Wang, Xiaoni Zhang, Zhen Li and Shangping Wang, A DWT-DCT Based Passive Forensics Method for Copy-Move Attacks, MINES2011, The 3rd International Conference on Multimedia Information Networking and Security (MINES 2011), pp.304-308, Shanghai, China, November 4-6, 2011. EI: 20120314681710
[32] Xiaofeng Wang, Zhen Li, Xiaoni Zhang, Shangping Wang, Jing Chen. (r, n)-Threshold Image Secret Sharing Methods with Small Shadow Images, 10th International Workshop on Digital-forensics and Watermarking, LNCS, Volume7128, pp 425-438. Atlantic City, New Jersey, USA, October 23-26, 2011. EI:20123615408994
[33] Xiaofeng Wang, Shangping Wang, An Identity-Based Mediated Signature Scheme Without Trusted PKG, Informatica, Volume 35, Number 1, 83-90, 2011. EI: 20111413895554
[34] Xiaofeng Wang, Shangping Wang, ID-Based Authenticated Multi-group Keys Agreement Scheme for Computing Grid, 2010 International Conference on Artificial Intelligence and Computational Intelligence, Springer-Verlag Berlin Heidelberg, AICI 2010, Part II, LNAI 6320, pp.259-266, 2010. EI: 20105013479313
[35] Xiaofeng Wang, Chunni Dou, Lihua Tian. Selection Method of Optimum Wavelet Bases for Image Signature, the 10th IEEE International Conference on Signal Processing, pp.960-963, Beijing, China, October 24-26, 2010. EI: 20110213573593
[36] Xiaofeng Wang, Nanning Zheng, Lihua Tian. Hash key-based video encryption scheme for H.264/AVC. Signal Processing: Image Communication, Volume 25, Issue 6, July 2010, Pages 427-437. 2010.6 SCI: 000280022200004
[37] Xiaofeng Wang, Lihua Tian. A Certificateless Broadcast Threshold De-signcryption Scheme and its Application to DRM. Fourth International Conference on Computer Sciences and Convergence Information Technology, ICCIT2009. Seoul, Korea, pp. 958-963. 2009.11 EI: 20101012760988
[38] Xiaofeng Wang, Nanning Zheng, Lihua Tian. DRM Oriented Authenticated Group Key Agreement Scheme from Multilinear Form. 2009 International Conference on Communications and Mobile Computing, CMC 2009, Kunming, China, pp.101-105, 2009.1. EI: 20091712050285
[39] Xiaofeng Wang, Nanning Zheng. ID-Based Authenticated Multi-Party Key Agreement Protocol to Multimedia Applications Systems. 2008 International Conference on Computer Science and Software Engineering, CSSE 2008, Wuhan, China, pp.1007-1010, 2008.12. EI: 20091211962915
[40] Xiaofeng Wang, Liang Cao, Shangping Wang, Yaling Zhang, ID-Based Convertible Limited (Multi-)Verifier Signature Scheme, 2008 International Conference on Computer Science and Software Engineering, CSSE 2008, Wuhan, China, pp.774-777, 2008.12. EI: 20091211962862
授权发明专利:
[1] 王晓峰,王尚平,张亚玲,一种基于视觉秘密共享的图像内容篡改检测方法。发明专利。专利号:201110056411.9,授权公告日:2012年7月4日
[2] 王晓峰,王尚平,张亚玲,郑振强,一种基于图像签名的图像篡改检测与篡改定位方法。发明专利。专利号:201110139102.8,授权公告日:2013年1月6日
[3] 王晓峰,王尚平,张亚玲,刘真理,一种基于离散小波变换的图像篡改检测以及篡改定位方法。发明专利。专利号:201110136499.5,授权公告日:2012年11月28日
[4] 王晓峰,刘真理,魏程程,李宁,王尚平,针对双重JPEG压缩图像的篡改检测方法,发明专利。专利号:CN201210461998.6,授权公告日:2015年3月25日。转让给西安瑞日电子发展有限公司。
[5] 王晓峰,张立新,刘勇,李宁,基于轮廓波变换的图像签名及篡改检测与篡改定位方法, 发明专利。专利号:CN201310021451.9,授权公布日:2015.12.9, 转让给 西安海克易邦光电科技有限公司
[6] 王晓峰,魏程程,韩萧,周晓瑞,曾能亮, 基于灰度共生矩阵统计特征的LSB替换隐写分析方法,发明专利。专利号:CN201410234722.3 授权公布日:2017.4.5,转让给徐州徐州云谷知识产权服务有限公司
[7] 王晓峰,周阳,曾能亮,周弟东,韩萧,周晓瑞,基于多尺度几何分析的图像超分辨率重建方法. 发明专利。申请日:2014-05-29,专利号:CN201410234469.1 授权公布日:2017.2.15。 转让给徐州徐州云谷知识产权服务有限公司
[8] 王晓峰,张立新,周晓瑞,曾能亮,韩萧,基于保角变换的图像哈希生成及图像篡改检测定位方法. 发明专利。专利号:CN201410234692.6 授权公布日:2017.6.20。 转让给西安瑞兴元数软件科技有限公司
[9] 王晓峰,周晓瑞,徐冰超,席江欢,王姣, 抗几何攻击的视频复制篡改检测方法,发明专利,专利号:CN201510363388.6,受权公告日:2018.2.23。 转让给西安瑞日电子发展有限公司。
[10] 王晓峰,曾能亮,周弟东,王姣,徐冰超,一种基于像素强度的图像超分辨率重建方法,发明专利,专利号:CN201510373726.4,受权公告日:2018.4.10。
转让给西安瑞日电子发展有限公司。
[11] 王晓峰,韩亚丽,席江欢,徐冰超,基于颜色滤波阵列特性的拼接图像篡改检测方法,发明专利。申请日:2015-06-25,专利号:CN201510358703.6,受权公告日:2018.11.28。转让给西安知宝知识产权代理有限公司
[12] 王晓峰,蒋春桃,张旋,张英,张倩,一种基于最大稳定极值区域的图像区域复制篡改检测方法。发明专利,专利号:ZL202010452710.3,受权公告日:2022.4.6。转让给西安瑞日电子发展有限公司。
[13] 王晓峰,李斌,王妍,雷锦锦,张旋,一种高效的批量彩色图像加/解密方法。发明专利,专利号:ZL202010816309.3,受权公告日:2022.5.27
[14] 王晓峰,席江欢,蒋春桃,胡姣姣,张萌,张德鹏,一种基于统计模型的图像重拍检测方法。发明专利,申请号或专利号:ZL201811373963.0,受权公告日:2022.10.11
[15] 王晓峰,蒋春桃,刘子年,张倩,张英,一种基于连通区域标记的细粒度图像拼接检测方法。发明专利,申请号或专利号:ZL202010067405.2,受权公告日:2023.1.20
[16] 王晓峰,张英,李斌,王妍,雷锦锦,基于代价敏感混合网络的偏斜类时间序列异常检测方法。发明专利,申请号或专利号:ZL202010065816.8,受权公告日:2023.2.6
[17] 王晓峰,王妍,胡钢,雷锦锦,李斌,张旋,一种细粒度图像拼接区域检测方法。发明专利,专利号:ZL202011272089.9, 受权公告日:2023.9.15
[18] 王晓峰,雷锦锦,吴俊峰,周皎,田红梅,一种基于轻量级感知Hash的细粒度图像篡改定位方法。发明专利,专利号:ZL202110125174.0, 受权公告日:2024.9.27
获奖:
[1] 数学在信息安全关键技术中的应用,陕西高等学校科学技术进步奖,一等奖,2021.3, 第二完成人。
[2]大数据驱动的复杂结构动态系统故障智能预测与诊断技术,中国自动化学会科技进步奖,二等奖,2021.12,第四完成人。
[3] 图像/视频内容真实性鉴别方法研究,陕西高等学校科学技术进步奖,二等奖,2016.3,第一完成人。
[4] 感知网络相关技术与应用研究,陕西高等学校科学技术进步奖,二等奖,2015.2,第十完成人。
[5] 数字签名算法理论研究, 陕西省高等学校科学技术奖励,二等奖,2008.6,第二完成人。
译著:
薛建儒,王晓峰,自适应系统与机器智能,机械工业出版社,2015.
原著: Haibo He, Self-adaptive Systems for Machine Intelligence, Wiley, 2011

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