发表论文
部分代表性论文：
[1] Zhu Hongchen, Sun Zongkun, Ren Yanzhen*, et al. Lombard-VLD: Voice Liveness Detection Based on Human Auditory Feedback[C]//2025 IEEE Symposium on Security and Privacy (S&P). IEEE, 2025: 4303-4320. 2025. (S&P，CCF A会议).
[2] Huang Yihuan, Ren Yanzhen*, Sun Zongkun, et al. APFT: Adaptive Phoneme Filter Template to Generate Anti-compression Speech Adversarial Example in Real-time[J]. IEEE Transactions on Information Forensics and Security, , 2025. (TIFS，CCF A 期刊)
[3] Zhai Liming, Wang Lina*, Ren Yanzhen*, et al. Generalized Local Optimality for Video Steganalysis in Motion Vector Domain[J]. IEEE Transactions on Dependable and Secure Computing, 2025. (TDSC，CCF A期刊)
[4] Sun Zongkun, Ren Yanzhen*, Huang Yihuan, et al. AFPM: A Low-Cost and Universal Adversarial Defense for Speaker Recognition Systems[J]. IEEE Transactions on Information Forensics and Security, 2024, 19: 2273-2287. (TIFS，CCF A期刊)
[5] Ren Yanzhen*, Zhu Hongchen, Zhai Liming, et al. Who is Speaking Actually? Robust and Versatile Speaker Traceability for Voice Conversion[C]//Proceedings of the 31st ACM International Conference on Multimedia. 2023: 8674-8685. (ACM MM，CCF A会议)
[6] Ren Yanzhen*, Liu Dengkai, Liu Chenyu, et al. A universal audio steganalysis scheme based on multiscale spectrograms and DeepResNet[J]. IEEE Transactions on Dependable and Secure Computing, 2022, 20(1): 665-679. (TDSC，CCF A期刊)
[7] Zhai Liming, Wang Lina*, and Ren Yanzhen*, Universal Detection of Video Steganography in Multiple Domains Based on the Consistency of Motion Vectors, IEEE Transactions on Information Forensics and Security, 2020, 15(1): 1762-1777. (TIFS，CCF A期刊)
[8] Ren Yanzhen*, Yang Hanyi, Wu Hongxia, et al, A Secure AMR Fixed Codebook Steganographic Scheme Based on Pulse Distribution Model, IEEE Transactions on Information Forensics and Security, 2019, 14(10): 2649-2661. (TIFS，CCF A期刊)
[9] Ren Yanzhen*, Yang Jing, Wang Jingwei, Wang Lina, AMR steganalysis based on second-order difference of pitch delay, IEEE Transactions on Information Forensics and Security, 2017, 12(6): 1345~1357. (TIFS，CCF A期刊)
[10] Ren Yanzhen*, Cai Tingting, Tang Ming, Wang Lina, AMR Steganalysis Based on the Probability of Same Pulse Position, IEEE Transactions on Information Forensics and Security, 2015, 10(9): 1801~1811. (TIFS，CCF A期刊)
[11] Ren Yanzhen, Liu Wuyang, Liu Chenyu, et al. Group feature calibration for sound event detection[J]. EURASIP Journal on Audio, Speech, and Music Processing, 2025, 2025(1): 1-18.
[12] Huang Yihuan, Li Yuanzhe, Ren Yanzhen*, et al. FreqSense: Universal and Low-Latency Adversarial Example Detection for Speaker Recognition with Interpretability in Frequency Domain[C]//ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2025: 1-5.
[13] Deng Junlong, Ren Yanzhen*, Zhang Tong, et al. VFD-Net: Vocoder Fingerprints Detection for Fake Audio[C]//ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2024: 12151-12155.
[14] He Jjiaqing, Ren Yanzhen*, Zhai Liming, et al. FCC-MF: Detecting Violence in Audio-Visual Context with Frame-Wise Cluster Contrast and Modality-Stage Flooding[C]//ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2024: 8346-8350.
[15] Liu Wuyang, Ren Yanzhen*. Semantic Proximity Alignment: Towards Human Perception-Consistent Audio Tagging by Aligning with Label Text Description[C]//ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2024: 541-545.
[16] Peng L, Ren Y, Luan Z, et al. Sleepvitransformer: Patch-based sleep spectrogram transformer for automatic sleep staging[J]. Biomedical Signal Processing and Control, 2023, 86: 105203.
[17] Shen Rubing, Ren Yanzhen, Sun Zongkun. FA-GAN: Artifacts-free and Phase-aware High-fidelity GAN-based Vocoder[J]. arXiv preprint arXiv:2407.04575, 2024.
[18] Liu Wuyang, Ren Yanzhen, Wang J. Attention mixup: An accurate mixup scheme based on interpretable attention mechanism for multi-label audio classification[C]//ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2023: 1-5.
[19] Luan Zhiheng, Ren Yanzhen, Peng Li, et al. Learning From Single-Expert Annotated Labels for Automatic Sleep Staging[C]//ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2023: 1-5.
课题科研
1. 国家自然科学基金面上项目，基于主流社交VoIP的安全实时隐蔽通信理论与方法研究， 2019/01-2022/12
2. 国家自然科学基金（联合基金培育项目），面向CELP语音压缩域的通用隐写分析方法研究， 2016/01-2018/12
3. 国家自然科学基金面上项目，61373169，基于可信虚拟域的云边界安全防护模型与方法研究，2014/01-2017/12
4. 国家自然科学基金面上项目，61272451，无线Mesh网络中跨层安全关键技术研究， 2013/01-2016/12
5. 中央高校基本科研业务费专项，基于双摄像机的目标跟踪关键技术研究，2014/06- 2015/07
6. 国家科技重大专项，2010ZX03004-003-03，移动新型多媒体音视频编解码关键技术 研发，2010/01-2012/12
7. 中央高校基本科研业务费专项，基于内外联合译码的数字指纹技术研究，2009/01- 2010/12
8. 广东天讯科技有限公司合作项目，新一代视频监控联网平台项目，2006/01- 2008/ 12
9. 武汉市科技创新基金项目，视频信源加密安全视频会议系统，2005/01- 2007/12
10. 武汉市科技创新基金项目，新一代网络视频会议系统，2004/01-2005/12
11. 武汉市科技攻关计划项目，基于信源特征的标准压缩编码图象视频信号加密技术及其在视频会议系统中的应用，2003/01-2005/12
12. 武汉市人事局项目，标准压缩视频加密技术及应用，2003.1-2005.12
13. 武汉市信息产业专项基金项目：信源加密视频会议系统，2003/01-2005/12
