工學(xué)博士。1962-10出生，深圳北理莫斯科大學(xué)工程系首席教授、IEEE Fellow。研究方向?yàn)槎嗝襟w取證與安全、AI安全。

教育

西安電子科技大學(xué)電子對(duì)抗專(zhuān)業(yè), 工學(xué)學(xué)士。1982.1；

清華大學(xué)通信與電子系統(tǒng)專(zhuān)業(yè)，工學(xué)碩士。1987.12；

中科院自動(dòng)化所模式識(shí)別與智能系統(tǒng)專(zhuān)業(yè)，工學(xué)博士。1998.12

曾任職、學(xué)術(shù)兼職

桂林電子工業(yè)學(xué)院助教、講師；汕頭大學(xué)講師、副教授、教授，汕頭大學(xué)工學(xué)院副院長(zhǎng)、院長(zhǎng)；中山大學(xué)教授，信息科學(xué)與技術(shù)學(xué)院副院長(zhǎng)、院長(zhǎng)，教育部信息xxx重點(diǎn)實(shí)驗(yàn)室（中山大學(xué)）主任、廣東省信息安全技術(shù)重點(diǎn)實(shí)驗(yàn)室（中山大學(xué)）主任；深圳大學(xué)信息工程學(xué)院特聘教授、廣東省智能信息處理重點(diǎn)實(shí)驗(yàn)室（深圳大學(xué)）主任。

學(xué)術(shù)榮譽(yù)

國(guó)家杰出青年科學(xué)基金獲得者, 2003

IEEE Fellow, 2015

廣東省“特支計(jì)劃”杰出人才, 2017

曾主持的主要科研項(xiàng)目

1) NSFC-企業(yè)創(chuàng)新聯(lián)合基金重點(diǎn)項(xiàng)目“社交網(wǎng)絡(luò)虛假媒體內(nèi)容檢測(cè)關(guān)鍵技術(shù)的研究”（U19B2022），2020.1-2023.12。

2) NSFC-通用技術(shù)基礎(chǔ)研究聯(lián)合基金重點(diǎn)項(xiàng)目“基于大數(shù)據(jù)的信息隱藏與對(duì)抗技術(shù)” （U1636202），2017.1-2020.12。

3) NSFC-廣東聯(lián)合基金重點(diǎn)項(xiàng)目“網(wǎng)絡(luò)媒體內(nèi)容服務(wù)安全理論與關(guān)鍵技術(shù)”，（U1135001），2012.1-2015.12。

4) 國(guó)家自然科學(xué)基金重點(diǎn)項(xiàng)目“數(shù)字媒體內(nèi)容安全關(guān)鍵技術(shù)及評(píng)測(cè)方法的研究”（60633030）。220萬(wàn)。2007.1-2010.12

5) 國(guó)家重點(diǎn)研發(fā)計(jì)劃課題“基于免疫的網(wǎng)絡(luò)動(dòng)態(tài)風(fēng)險(xiǎn)評(píng)估與控制技術(shù)” （2020YFB1805404）2020 .11~。

6) 國(guó)家973計(jì)劃項(xiàng)目課題“網(wǎng)絡(luò)可視媒體安全”（ 2011CB302204）, 2011.9-2015.8。

7) 國(guó)家973計(jì)劃項(xiàng)目課題“基于內(nèi)容的可視媒體安全”（2006CB303104），2006.9-2010.8。

8) 廣東省重點(diǎn)領(lǐng)域研發(fā)計(jì)劃“網(wǎng)絡(luò)信息安全”重點(diǎn)專(zhuān)項(xiàng)開(kāi)放課題“面向AI安全的偽造音視頻取證分析關(guān)鍵技術(shù)，”2019.1~2022.12。

9) 阿里巴巴“圖像篡改檢測(cè)與定位”，2020.11.01~2021.10.31

10) 阿里巴巴“媒體認(rèn)證技術(shù)認(rèn)證”，2017.12~2018.11。

科研教學(xué)獲獎(jiǎng)

可視媒體幾何計(jì)算的理論與方法。國(guó)家自然科學(xué)二等獎(jiǎng)（排名第二）, 2015。

穩(wěn)健數(shù)字水印方法。教育部提名國(guó)家科學(xué)技術(shù)獎(jiǎng)自然科學(xué)一等獎(jiǎng)（排名第一），2004。

信息隱藏理論與方法。中國(guó)計(jì)算機(jī)學(xué)會(huì)科學(xué)技術(shù)獎(jiǎng)自然科學(xué)一等獎(jiǎng)（排名第一）, 2019。

全方位實(shí)踐驅(qū)動(dòng)的創(chuàng)新型IT人才培養(yǎng)模式研究。廣東省高等教育省級(jí)教學(xué)成果一等獎(jiǎng)（排名第一），2010

發(fā)明專(zhuān)利：

獲國(guó)家發(fā)明專(zhuān)利授權(quán)60多件。部分成果在國(guó)家有關(guān)部門(mén)和工業(yè)界應(yīng)用。

研究生

培養(yǎng)博士后/博士生40多名、碩士生70多名

論文和學(xué)術(shù)影響

發(fā)表論文近400篇。論文被引用23000多次（google scholar）。H-index: 79

近3年發(fā)表的部分論文

[1] Shunquan Tan, Long Zhuo, Shenghai Luo, Han Chen, Bin Li, Jiwu Huang, “Evading detection actively: toward anti-forensics against forgery localization,” IEEE Trans. on Dependable and Secure Computing. Accepted

[2] Anwei Luo, Rizhao Cai, Chenqi Kong, Xiangui Kang, Jiwu Huang, Alex Kot, “Forgery-aware adaptive learning with vision transformer for generalized face forgery detection,” IEEE Trans. on Circuits and Systems for Video. Accepted

[3] Peijia Zheng, Xiongjie Fang , Zhipeng Zhou , Rui Yang , Wei Lu , Xiaochun Cao , Jiwu Huang, “Accurate and efficient privacy-preserving feature extraction on encrypted images,” IEEE Trans. on Dependable and Secure Computing. Accepted

[4] Guoyuan Lin, Weiqi Luo, Peijia Zheng, Jiwu Huang, “An audio watermarking method against re-recording distortions” Pattern Recognition, January 2025   https://doi.org/10.1016/j.patcog.2025.111366

[5] Qilin Yin, Wei Lu, Xiaochun Cao, Xiangyang Luo, Yicong Zhou, Jiwu Huang, “Fine-grained multimodal deepfake classification via heterogeneous graphs” International Journal of Computer Vision, 132(11): 5255-5269, 2024

[6] Kangkang Wei, Weiqi Luo, Jiwu Huang, “Color Image Steganalysis based on pixel difference convolution and enhanced transformer with selective pooling,” IEEE Trans. on Information Forensics & Security. vol.19， No.11， 9970-9983, Nov. 2024

[7] Wenmin Huang, Weiqi Luo, Jiwu Huang, “Interactive Generative Adversarial Networks with High-Frequency Compensation for Facial Attribute Editing,” IEEE Trans. on Circuits and Systems for Video Technology. vol. 34, No.9, Sep., 2024

[8] Zhaoyang Zhang, Shen Wang, Guopu Zhu, Dechen Zhan, Jiwu Huang, “Adversarial perturbation prediction for real-time protection of speech privacy,” IEEE Trans. on Information Forensics & Security. vol. 19, pp. 8701-8706, Sep. 2024

[9] Xianhao Tian, Peijia Zheng, Jiwu Huang, “Secure deep learning framework for moving object detection in compressed video,” IEEE Trans. on Dependable and Secure Computing. 21(4): 2836-2851, 2024.

[10] Wei Lu, Lingyi Liu, Bolin Zhang, Junwei Luo, Xianfeng Zhao, Yicong Zhou, Jiwu Huang. “Detection of deepfake videos using long-distance attention,” IEEE Trans. on Neural Networks and Learning Systems. vol. 35, No. 7, pp. 9366-9379, July 2024

[11] Rongxuan Peng, Shunquan Tan, Xianbo Mo, Bin Li, and Jiwu Huang, “Employing reinforcement learning to construct a decision-making environment for image forgery localization,” IEEE Trans. on Information Forensics & Security. vol. 19, pp. 4820-4834, May 2024

[12] Peijia Zheng, Ziyan Cheng, Xianhao Tian, Hongmei Liu, Weiqi Luo, Jiwu Huang. "Non-Interactive Privacy-Preserving Frequent Itemset Mining over Encrypted Cloud Data," IEEE Trans. on Cloud Computing, vol. 11, Issue 4, pp. 3452-3468, 2023

[13] Weixuan Tang, Zhili Zhou, Bin Li, Kim-Kwang Raymond Choo, Jiwu Huang, “Joint cost learning and payload allocation with image-wise attention for batch steganography,” IEEE Trans. on Information Forensics & Security. vol. 19, pp. 2826-2839, Feb. 2024 .

[14] Guoyuan Lin, Weiqi Luo, Da Luo, Jiwu Huang, “One-class neural network with directed statistics pooling for spoofing speech detection,” IEEE Trans. on Information Forensics & Security. vol.19, pp. 2581-2593, Jan., 2024

[15] Changsheng Chen, Bokang Li, Rizhao Cai, Jishen Zeng, and Jiwu Huang, “Distortion model-based spectral augmentation for generalized recaptured document detection, IEEE Trans. on Information Forensics & Security. vol. 19, pp. 15-29, 2024.

[16] Dongxia Huang, Weiqi Luo, Minglin Liu, Weixuan Tang, and Jiwu Huang, "steganography embedding cost learning with generative multi-adversarial network" IEEE Trans. on Information Forensics & Security. vol. 19, pp. 1283-1298, Jan. 2024.

[17] Anwei Luo, Chenqi Kong, Jiwu Huang, Yongjian Hu, Xiangui Kang, Alex C. Kot, "Beyond the prior forgery knowledge: mining critical clues for general face forgery detection," IEEE Trans. on Information Forensics & Security. vol. 19, pp. 1168-1182, 2024.

[18] Peiyu Zhuang, Haodong Li, Rui Yang, Jiwu Huang, “ReLoc: a restoration-assisted framework for robust image tampering localization,” IEEE Trans. on Information Forensics & Security. vol. 18, pp. 5243-5257, 2023.

[19] Shuanquan Tan, Qiushi Li, Yilin Chen, Bin Li, Jiwu Huang, “STD-NET: search of image steganalytic deep-learning architecture via hierarchical tensor decomposition,” IEEE Trans. on Dependable and Secure Computing. 20(3): 2657-2673, 2023.

[20] Minglin Liu, Tingting Song, Weiqi Luo, Peijia Zheng, and Jiwu Huang, “Adversarial steganography embedding via stego generation and selection,” IEEE Trans. on Dependable and Secure Computing. 20(3): 2375-2389, 2023.

[21] Xianbo Mo, Sunquan Tan, Weixuan Tang, Bin Li, Jiwu Huang, “ReLOAD: using reinforcement learning to optimize asymmetric distortion for additive steganography,” IEEE Trans. on Information Forensics & Security. vol. 18, 1524-1538, 2023

[22] Shen Wang, Zhaoyang Zhang, Guopu Zhu, Xinpeng Zhang, Yicong Zhou, Jiwu Huang, “Query-efficient adversarial attacks with low perturbation against end-to-end speech recognition systems,” IEEE Trans. on Information Forensics & Security. vol.18, no.11, pp. 351-364, 2023

[23] Changsheng Chen, Shuzheng Zhang, Fengbo Lan, Jiwu Huang, “Domain-agnostic document authentication against practical recapturing attacks,” IEEE Trans. on Information Forensics & Security. vol. 17, no. 8, pp. 2890-2905, Aug., 2022

[24] Zhaoxu Hu, Changsheng Chen, Wai Ho Mow, Jiwu Huang, “Document recapture detection based on a unified distortion model of halftone cells,” IEEE Trans. on Information Forensics & Security. vol. 17, no. 7, pp. 2800-2815, July, 2022

[25] Yuan Yuan, Gene Cheung, Pascal Frossard, V. H. Zhao, Jiwu Huang, “Landmarking for navigational streaming of stored high-dimensional media,” IEEE Trans. on. Circuits and Systems for Video. vol. 32, no. 8, pp. 5663-5679, Aug., 2022

[26] Xinghong Qin, Bin Li, Shunquan Tan, Weixuan Tang, Jiwu Huang, “Gradually Enhanced Adversarial Perturbations on Color Pixel Vectors for Image Steganography.” IEEE Trans. on. Circuits and Systems for Video. vol. 32, no. 8, pp. 5110-5123, Aug., 2022

[27] Wei Lu, Qin Zhang, Shangjun Luo, Yicong Zhou, Jiwu Huang, Yun Q. Shi, “Robust estimation of upscaling factor on double JPEG compressed images,” IEEE Trans. on Cybernetics. vol. 52, no. 10, pp. 10814-10826, Oct., 2022

[28] Shunquan Tan, Baoying Chen, Jishen Zeng, Bin Li, Jiwu Huang, “Hybrid deep-learning framework for object-based forgery detection in video.” Signal Processing: Image Communication. vol. 105, 116655, 2022.

[29] Kangkang Wei, Weiqi Luo, Shunquan Tan, Jiwu Huang, " Universal Deep Network for Steganalysis of Color Image Based on Channel Representation," IEEE Trans. on Information Forensics and Security, vol. 17, no. 8, pp. 3022-3036, Aug., 2022

[30] Long Zhuo, Shunquan Tan, Bin Li, Jiwu Huang, “Self-adversarial training incorporating forgery attention for image forgery localization,” IEEE Trans. on Information Forensics & Security. vol.17, pp.819-834 March 2022

[31] Weixuan Tang, Bin Li, Jin Li, Mauro Barni, Jiwu Huang, “Improving cost learning for JPEG steganography by exploiting JPEG domain knowledge,” IEEE Trans. on. Circuits and Systems for Video. vol.32, no. 6, pp.4081-4095, June 2022

[32] Qiushi Li, Shunquan Tan, Shengda Chen, Bin Li, Jiwu Huang, “One-class double compression detection of advanced videos based on simple Gaussian distribution model,” IEEE Trans. on. Circuits and Systems for Video. 32(4), pp. 2496-2500, Apr. 2022.

[33] Xianbo Mo, Shunquan Tan, Bin Li, Jiwu Huang, “Query-efficient attack for black-box image inpainting forensics via reinforcement learning,” AAAI 2025

[34] Ye Miaoxin, Saixing Zhou, Weiqi Luo, Shunquan Tan, Jiwu Huang, “GAN-based symmetric embedding costs adjustment for enhancing image steganographic security,” ACM Multimedia 2024: 7046-7054

[35] Changsheng Chen, Liangwei Lin, Yongqi Chen, Bin Li, Jishen Zeng, Jiwu Huang. , “CMA: A Chromaticity Map Adapter for Robust Detection of Screen-Recapture Document Images,” CVPR 2024: 15577-15586

[36] Peijia Zheng, Jiwu Huang, “Two-tier data packing in RLWE-based homomorphic encryption,” ACM CCS 2024, 2844-2858

[37] Wenmin Huang, Weiqi Luo, Jiwu Huang, Xiaochun Cao, “SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing,” AAAI 2024: 2374-2381

[38] Xianbo Mo, Shunquan Tan, Jiwu Huang, “Query-efficient black-box attack for image forgery localization via reinforcement learning,” ACM CCS 2023 (poster)

[39] Weiqi Luo, Jiwu Huang, “Automatic asymmetric embedding cost learning via generative adversarial networks,” ACM MM 2023.

[40] Peijia Zheng, Zhiwei Cai, Huicong Zeng, Jiwu Huang, “Keyword spotting in the homomorphic encrypted domain using deep complex-valued CNN,” Proc. of ACM Multimedia 2022.