教師名錄

葉登攀

郵          箱:yedp@whu.edu.cn

職          稱:教授

辦公室地址:

實驗室地址:

個人簡介

88858cc永利官网教授,國家重點研發計劃專項負責人、國家自然科學基金聯合基金重點項目聯合負責人。美國ACM會員,計算機學會會員,中國人工智能學會人工智能與安全專委會委員、智能數字内容安全專委會委員,中國圖像圖像學會數字媒體取證與安全專委會委員,長期從事網絡與多媒體安全、人工智能與機器學習等領域研究。擔任863答辯評審專家,國家自然科學基金通訊評審專家,湖北省科技評審專家。國際期刊《International Journal of Digital Crime and Forensics》副主編,《Security and Communication Networks》、《Multimedia Tools and Applications》、《International Journal of Computational Intelligence Systems》、《Journal of Internet Technology》等客座編輯,IEEE MINES 2009、CIHW 2015組委會主席,多個重要期刊和學術會議的審稿人。主持多項國家級和省部級科研項目、國際合作項目,在SCI、EI國内外主流期刊和會議發表論文70餘篇,專利授權和申請9項。全國大學生信息安全競賽優秀指導教師(2013年三等獎、2014年一等獎、2015二等獎)、2019“中國軟件杯”總決賽二等獎團隊指導教師、2019第一屆全國信息隐藏大賽三等獎指導教師、2019全國信息隐藏大會優秀論文獎。編著信息安全相關教材2部(含教育部首批“十二五”普通高等教育本科國家級規劃教材)。

研究方向

大數據多媒體安全、機器學習與隐私保護、網絡安全感知與防禦、網絡空間隐匿對抗

教育背景

2001/9 - 2005/12,南京理工大學,自動化系,博士

1992/9 - 1996/7,華南理工大學,自動化系,學士

工作經驗

2017/10- 現在, 88858cc永利官网, 88858cc永利官网, 教授

2016/9 - 2017/9,美國中佛羅裡達大學,計算機系,訪問教授

2012/11 - 2016/9,88858cc永利官网,計算機學院,教授

2011/1 – 2012/1,新加坡管理大學,信息系統學院,博士後研究員

2007/12 - 2012/11,88858cc永利官网,計算機學院,副教授

2006/1 - 2007/12,華中科技大學,圖像識别與人工智能研究所,博士後

教授課程

《信息内容安全》

《信息隐藏技術與應用》

《數據加密》

《網絡安全》

《信息檢索》

《專業英語》

《人工智能》

高等學校信息安全專業十二五規劃教材參與:

[1] 王麗娜, 張煥國, 葉登攀,胡東輝,信息隐藏技術與應用(高等學校信息安全專業十二五規劃教材),88858cc永利官网出版社,2012(ISBN:978-7-307-09030-9)

[2] 王麗娜,郭遲,葉登攀,李鵬,信息隐藏技術試驗教程(第二版)(高等學校信息安全專業十二五規劃教材),88858cc永利官网出版社,2012(ISBN:7307043386)

發表論文


學術論文情況如下:

[1] Jiacheng Deng, Li Dong, Jiahao Chen, Diqun Yan*, Rangding Wang, Dengpan Ye*, Lingchen Zhao, Tian Jinyu: Universal Defensive Underpainting Patch: Making Your Text Invisible to Optical Character Recognition. ACM MM 2023, accepted (CCF A類會議)

[2] Jingyang Li, Dengpan Ye*, Long Tang, Chuanxi Chen, Shengshan Hu: Voice Guard: Protecting Voice Privacy with Strong and Imperceptible Adversarial Perturbation in the Time Domain. International Joint Conference on Artificial Intelligence (IJCAI 2023), accepted(CCF A類會議)

[3] Chuanxi Chen, Dengpan Ye*, Yiheng He, Long Tang, Yue Xu: Improving Adversarial Robustness with Adversarial Augmentations. IEEE Internet of Things Journal, 2023, DOI: 10.1109/JIOT.2023.3301608.(中科院 1 區,通訊作者,IF=11.043)

[4] Lv chen, Dengpan Ye*, Yueyun Shang: Perceptual Video Hashing with Secure Anti-Noise Model for Social Video Retrieval. IEEE Internet of Things Journal, 2023

[5] G. Hua, Q. Wang, D. Ye*, H. Zhang, G. Wang, and S. Xia: Factors affecting forensic electric network frequency matching—A comprehensive study, Digital Communications and Networks,  2023, https://doi.org/10.1016/j.dcan.2023.01.009.(中科院1區, 通訊作者,IF=6.348)

[6] Qingqing Wang, Dengpan Ye*: Robust Anti-forensics on Audio Forensics System, International Conference on Intelligent Computing (ICIC 2023), 2023(CCF C類會議)

[7] Cong Tian, Dengpan Ye*, Chuanxi Chen: Tiny WFP: Lightweight and Effective Website Fingerprinting Via Wavelet Multi-Resolution Analysis. International Conference on Applied Cryptography and Network Security (ACNS 2023), 2023(CCF C類會議)

[8] Baojin Huang, Zhongyuan Wang, Jiaxin Ai, Jifan Yang, Qin Zou, Qian Wang, Dengpan Ye: Implicit Identity Driven Deepfake Face Swapping Detection, CVPR 2023, accepted(CCF A類會議)

[9] Xiaogeng Liu, Shengshan Hu, Haoyu Wang, Minghui Li, Chaowei Xiao, Hai Jin, Dengpan Ye, Libing Wu: Detecting Backdoors During the Inference Stage Based on Corruption Robustness Consistency, CVPR 2023, accepted(CCF A類會議)

[10] Dengpan Ye, Chuanxi Chen*, Changrui Liu, Hao Wang, Shunzhi Jiang: Detection Defense Against Adversarial Attacks with Saliency Map, International Journal of Intelligent Systems, 37(12): 10193-10210 (2022)(中科院1區, IF=10.312,SCI檢索号WOS:000648293700001)

[11] Chuanxi Chen, Dengpan Ye*, Hao Wang, Long Tang, Yue Xu: Towards Adversarial Robustness With Multidimensional Perturbations via Contrastive Learning. The International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2022), 2022(CCF C類會議)

[12] Lv Chen, Dengpan Ye*, Yueyun Shang, RTIM Hashing: Robust and Compact Video Hashing With a Rotation- and Translation-Invariant Model, The Computer Journal, 2022, bxac115, https://doi.org/10.1093/comjnl/bxac115.(CCF B類期刊,SCI檢索号WOS:000850263100001)

[13] Lv Chen, Dengpan Ye*, Yue yun Shang, Jiaqing Huang: Robust Video Hashing Based on Local Fluctuation Preserving for Tracking DeepFake Videos. The International Conference on Acoustics, Speech, & Signal Processing (ICASSP 2022), 2022(CCF B類會議,信号處理頂會,檢索号WOS:000864187903036)

[14] Yi Jiang, Dengpan Ye*: Black-Box Adversarial Attacks against Audio Forensics Models, Security and Communication Networks, vol. 2022, Article ID 6410478, 8 pages, 2022. https://doi.org /10.1155/ 2022/6410478(JCR 1區,CCF C類期刊,SCI)

[15] Ziwei Zhang, Dengpan Ye*: Defending against Deep-Learning-Based Flow Correlation Attacks with Adversarial Examples, Security and Communication Networks, vol. 2022, Article ID 2962318, 11 pages, 2022. https://doi.org/10.1155/2022/2962318(JCR 1區,CCF C類期刊)

[16] Guang Hua, Han Liao, Qingyi Wang, Haijian Zhang, and Dengpan Ye: Detection of Electric Network Frequency in Audio Recordings - From Theory to Practical Detectors, IEEE Transactions on Information Forensics and Security, 16: 236-248 (2021)(CCF A類期刊)

[17] Shengshan Hu, Chengjun Cai, Qian Wang, Cong Wang, Zhibo Wang, Dengpan Ye: Augmenting Encrypted Search: A Decentralized Service Realization with Enforced Execution, IEEE Transactions on Dependable and Secure Computing, 18(6): 2569-2581 (2021) (CCF A類期刊)

[18] G. Hua, H. Liao, H. Zhang*, D. Ye, and J. Ma: Robust ENF estimation based on harmonic enhancement and maximum weight clique, IEEE Transactions on Information Forensics and Security, 16: 3874-3887 (2021) (CCF A類期刊)

[19] Shenhao Cao, Qin Zou, Xiuqing Mao, Dengpan Ye, Zhongyuan Wang: Metric Learning for Anti-Compression Facial Forgery Detection. ACM MM 2021, 1929-1937, 2021 (多媒體頂會)

[20] Xinlei Jin, Dengpan Ye*: Chuanxi Chen: Countering Spoof: Towards Detecting Deepfake with Multidimensional Biological Signals, Security and Communication Networks, vol. 2021, 6626974:1- 6626974:8 (2021)(JCR 1區,CCF C類期刊)

[21] Yuan Mei, Dengpan Ye*, Shunzhi Jiang, Jiarui Liu: A Particular Character Speech Synthesis System Based on Deep Learning, IETE Technical Review, 38:1, 184-194, DOI: 10.1080/02564602.2020.1824623 (2021) (JCR 2區,中科院4區)

[22] Ziwei Zhang, Dengpan Ye*: Protecting Encrypted Video Stream Against Information Leak Using Adversarial Traces. ICIG (3) 2021: 765-776

[23] Jiaqing Huang, Dengpan Ye*: Ground-to-Aerial Image Geo-Localization with Cross-View Image Synthesis. ICIG (3) 2021: 412-424

[24] Shunzhi Jiang, Dengpan Ye, Jiaqing Huang, Yueyun Shang: Smart Steganogaphy: Light-weight generative audio steganography model for smart embedding application, Journal of Network and Computer Applications, 165:102689 (2020) (中科院2區,通訊作者)

[25] Lv Chen, Dengpan Ye* and Shunzhi Jiang. High Accuracy Perceptual video hashing via Low-Rank decomposition and DWT. International Conference on Multimedia Modeling (MMM) 2020, in Daejeon, Korea, Lecture Notes in Computer Science, 11961: 802-812 (2020)(CCF C類)

[26] Muhammad Aslam, Dengpan Ye*, Muhammad Hanif, Muhammad Asad: Adaptive Machine learning: A Framework for Active Malware Detection. MSN 2020: 57-64 (2020)(CCF C類)

[27] Yueyun Shang, Shunzhi Jiang*, Dengpan Ye*, and Jiaqing Huang: Enhancing the Security of Deep Learning Steganography via Adversarial Examples. Mathematics, 2020, 8(9):1446. (2020) ((JCR 1區,中科院2區)

[28] Changrui Liu, Dengpan Ye*, Yueyun Shang, et al: Defend Against Adversarial Samples by Using Perceptual Hash. CMC - Computers, Materials & Continua, 62(3): 1365–1386 (2020) (JCR 1區,中科院3區)

[29] Shiyu Li, Dengpan Ye*, Shunzhi Jiang, Changrui Liu, Xiaoguang Niu, Xiangyang Luo: Anti-Steganalysis for Image on Convolutional Neural Networks, Multimedia Tools and Applications, 79(7): 4315–4331(2020)(JCR 1區,CCF C類)

[30] Ayesha Shafique, Guo Cao, Muhammad Aslam, Muhammad Asad and Dengpan Ye: Application-Aware SDN-Based Iterative Reconfigurable Routing Protocol for Internet of Things (IoT). Sensors, 20, 3521(2020) (doi:10.3390/s20123521)(中科院2區)

[31] Muhammad Aslam, Dengpan Ye*, Muhammad Hanif, Muhammad Asad: Machine Learning Based SDN-enabled Distributed Denial-of-Services Attacks Detection and Mitigation System for Internet of Things. ML4CS (1) 2020: 180-194 (2020)

[32] Zhiqian Zhang, Chenliang Li, Zhiyong Wu, Aixin Sun, Dengpan Ye, Xiangyang Luo: NEXT: a neural network framework for next POI recommendation. Frontiers of Computer Science, 14(2): 314-333 (2020) (中科院3區)

[33] Yongdong Wu, Dengpan Ye*, Zhuo Wei, Qian Wang, William Tan, Robert H. Deng: Situation_Aware Authenticated Video Broadcasting Over Train-Trackside WiFi Networks. IEEE Internet of Things Journal 6(2): 1617-1627 (2019) (中科院 1 區,通訊作者, IF=11.043)

[34] Dengpan Ye, Shunzhi Jiang, Shiyu Li, Changrui Liu: Faster and transferable deep learning steganalysis on GPU. J. Real-Time Image Processing, 16(3): 623-633 (2019).(中科院3區)

[35] Tao Lei, Zhan Qin, Zhibo Wang, Qi Li, Dengpan Ye: EveDroid: Event-Aware Android Malware Detection Against Model Degrading for IoT Devices. IEEE Internet of Things Journal, 6(4): 6668-6680 (2019)(中科院1區)

[36] Qichao Ying, Zhenxing Qian, Xinpeng Zhang, Dengpan Ye: Reversible Data Hiding With Image Enhancement Using Histogram Shifting. IEEE Access, 7: 46506-46521 (2019)(中科院2區)

[37] Zhenjun Tang, Shijie Xu, Dengpan Ye, Jinyan Wang, Xianquan Zhang, Chuanqiang Yu: Real-time reversible data hiding with shifting block histogram of pixel differences in encrypted image. Journal of Real-Time Image Processing, 16(3): 709-724 (2019)(中科院3區)

[38] Fei Ma, Xiaoke Zhu, Qinglong Liu, Chengfang Song, Xiao-Yuan Jing, Dengpan Ye: Multi-view coupled dictionary learning for person re-identification. Neurocomputing, 348: 16-26 (2019)(中科院2區)

[39] Donghui Hu, Zhongjin Ma, Yuqi Fan, Shuli Zheng, Dengpan Ye, Lina Wang: Study on the interaction between the cover source mismatch and texture complexity in steganalysis. Multimedia Tools and Applications, 78(6): 7643-7666 (2019)(CCF C類)


課題科研

數字水印與信息隐藏:

1. 國家自然科學基金面上項目,面向安全圖像隐寫應用的通用魯棒對抗樣本理論方法研究,2021/01-2024/12,57萬元,負責人

2. 國家自然科學基金聯合基金培育項目,大數據環境下的深度圖像隐寫分析關鍵技術研究,2017.1-2019.12,68萬,負責人

3. 國家自然科學基金面上項目,面向多媒體密域的客戶端數字指紋同态化嵌入理論和技術,2013/01-2016/12,79萬元,負責人

4. 國家自然科學基金面上項目,基于去同步思想的實時視頻數字指紋技術研究,2010/01-2012/12,18萬元,負責人

5. 華為開發項目,反信息隐藏技術開發,2015-2016,30萬,負責人

人工智能與媒體安全:

6. 國家重點研發計劃XX專項,基于人工智能的XXX檢測技術(基于XXXX的社交****與**),2019/10-2021/10,300萬,項目負責人

7. JKW173重點項目,基于****機理與技術研究,2021/08-2025/08,1000萬,參與

8. ZF預研項目,面向****技術:2022/08-2024/07,390萬,參與

9. 國家重點研發計劃**專項,***應用平台關鍵技術研究(重大共性關鍵技術)子課題,2017.1-2019.12,64萬,負責人

10. 國防科技創新特區重點項目課題,****智能技術,2020.9-2022.8,60萬,負責人

11. **院所開發項目,社交系統**開發,2017.12-2019.12,40萬,負責人

12. 湖北省重大關鍵技術創新項目子課題,基于雲計算的監控視頻大數據智能分析與檢索關鍵技術研發及應用,2015-2017,20萬,負責人

網絡空間安全對抗與防禦:

13. 國家自然科學基金重點項目,基于深度情景群智感知的面向移動互聯網的主動防禦技術,2018/01-2021/12,242萬,聯合負責人

14. 國家自然科學基金聯合基金重點項目,大數據驅動下的目标定位與追蹤技術,2017.1-2020.12,247萬,參與人

15. 88858cc永利官网自主科研項目(B類)重大培育項目,基于移動互聯網深度感知的主動防禦研究,2018-2019,10萬,負責人

授權與申請專利:

[1] 葉登攀等,基于深度學習圖像檢索的社交圖像地理定位方法及系統, 授權公告号:CN109522434B, 2021.8.3

[2] 葉登攀,田聰,張梓威,王浩,陳傳希,一種基于多級投票機制的惡意混淆腳本靜态檢測方法,授權公告号:CN112685738B,2022.10.14

[3] 葉登攀,王蕊,基于多尺度特征融合的通用圖像篡改取證方法及系統,授權公告号:CN116721320A,2023.09.08

[4] 葉登攀,金鑫磊,李鏡洋,田聰,一種基于隐式音素轉換的小語種遷移學習語音合成方法,申請号:202210253668.1,2022.5.7


研究團隊

教授3人,副教授3人,“博新計劃”博士後1人,博士生5人,碩士生10人。

歡迎有志于網絡空間安全事業的同學加入,提供一流的實驗條件和國際學術機會!

獲獎信息

[1] 葉登攀等,雙重ID防禦:面向網絡人臉圖像的可溯源對抗水印,“華為杯”第二屆中國研究生網絡安全創新大賽總決賽一等獎(獎金1萬),2023,優秀指導老師

[2] 葉登攀、張梓威等,基于多級投票機制的高效混淆腳本檢測,2020年“創客中國”人工智能中小企業創新創業大賽總決賽一等獎(獎金2萬),2020,指導老師

[3] 葉登攀等,一種基于深度學習特定人物語音合成技術,全國信息隐藏大會CIHW2019優秀論文獎,2019,排名第一

[4] 葉登攀等,圖像隐藏分析,第一屆全國信息隐藏大賽三等獎,2019,指導老師

[5] 葉登攀等,屏隐慧盾:主被動結合的屏幕防拍照洩密溯源系統,2023年全國大學生信息安全競賽,二等獎,指導老師

[6] 葉登攀等,基于追溯處理機制的運維服務大數據的安全與共享,2019“中國軟件杯”總決賽,二等獎,指導老師


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