关于我
我是朱志颖，2023年6月毕业于 复旦大学MAS实验室。研究方向包括：信息内容安全（隐写/水印）、人工智能安全、AI4Science、AI4Engineering等。
教育经历
- 博士: 复旦大学（Fudan University）， 计算机科学技术学院，2019-2023
- 硕士: 上海大学（Shanghai University）， 机电工程及自动化学院，2016-2019
- 学士: 河海大学（Hohai University）， 机电工程学院，2012-2016
论文
Corresponding author*, Equal contribution#
- Q. Jiang, S. Fan, Z. Zhu*, Z. Hou, W. Zhong, Z. Qian, X. Zhang, " Adversarial Attacks on Industrial Soft Sensors: Multi-Target Attacks Based on Diffusion Models," in Information Sciences, 2025. Accepted
- Z. Zhu, Z. Ba, G. Li, Z. Qian, X. Zhang, " Covert Communication in Sanitized Online Social Networks," in IEEE International Workshop on Information Forensics and Security (WIFS) , 2025. Accepted
- Y. Pan, N. Chen, H. Zhu, Z. Zhu, "Intra-group neighborhood relationship-aware channel pruning," Digital Signal Processing, Volume 168, Part D, 2026, 105615, ISSN 1051-2004. https://doi.org/10.1016/j.dsp.2025.105615
- Q. Jiang, Z. Xu, Z. Zhu*, N. Chen, H. Wang, Z. Ba, "Model Discrepancy Learning: Synthetic Faces Detection Based on Multi-Reconstruction," in IEEE International Conference on Multimedia (ICME), 2025.https://arxiv.org/abs/2504.07382.【微信推文】
- Y. Wang, G. Liu, Z. Zhu, X. Zhang and Z. Qian, "VivID: A Visually Improved GIF Encoding Network Design," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, no. 6, pp. 6101-6113, June 2025, DOI: 10.1109/TCSVT.2025.3533007.【微信推文】
- G. Li, N. Chen, H. Zhu, J. Li, Z. Xu, Z. Zhu, "Uncertainty-Aware Graph Contrastive Fusion Network for multimodal physiological signal emotion recognition," in Neural Networks, Volume 187, 2025, 107363, ISSN 0893-6080, DOI: 10.1016/j.neunet.2025.107363.
- Z. Xu, N. Chen, G. Li, J. Li, H. Zhu, Z. Zhu, "Emotion recognition based on time-scale heterogeneity and hierarchical spatial coupling analysis of multimodal physiological signals," in Expert Systems with Applications, Volume 285, 2025, 128035, ISSN 0957-4174, DOI: 10.1016/j.eswa.2025.128035.
- Z. Zhu#, H. Zhou#, H. Hu, Q. Jiang, Z. Qian and X. Zhang, "Hide and Recognize Your Privacy Image," in IEEE Transactions on Network Science and Engineering, vol. 11, no. 6, pp. 6130-6142, Nov.-Dec. 2024, doi: 10.1109/TNSE.2024.3456103.【微信推文】
- Y. Xue, Y. Zhu, Z. Zhu, S. Li, Z. Qian, X. Zhang, "Removing Watermarks For Image Processing Networks Via Referenced Subspace Attention," in The Computer Journal, vol. 67, no. 2, pp. 498–507, February 2024, DOI: 10.1093/comjnl/bxac190.
- Y. Xue, N. Chen, Y. Luo, H. Zhu, Z. Zhu, "CLESSR-VC: Contrastive learning enhanced self-supervised representations for one-shot voice conversion," in Speech Communication, Volume 165, 2024, 103139, ISSN 0167-6393, DOI: 10.1016/j.specom.2024.103139.
- Q. Liang, T. Yan, N. Wang, Z. Zhu, J. Ye, "A Low-Latency Noise-Aware Tone Mapping Operator for Hardware Implementation with a Locally Weighted Guided Filter," in Symmetry, 2024, 16, 356, DOI: 10.3390/sym16030356.
- Y. Niu, N. Chen, H. Zhu, Z. Zhu, G. Li, Y. Chen, "Auditory Spatial Attention Detection Based on Feature Disentanglement and Brain Connectivity-Informed Graph Neural Networks," in Proceedings of INTERSPEECH 2024, DOI: 10.21437/Interspeech.2024.
- Z. Zhu, P. Wei, Z. Qian, S. Li and X. Zhang, "Image Sanitization in Online Social Networks: A General Framework for Breaking Robust Information Hiding," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 6, pp. 3017-3029, June 2023, DOI: 10.1109/TCSVT.2022.3224243.【微信推文】
- H. He, Z. Zhu, X. Zhang, "Adaptive Backdoor Attack against Deep Neural Networks," in Computer Modeling in Engineering & Sciences (CMES), vol. 136, no. 3, pp. 2617, 2023, ISSN 1526-1492, DOI: 10.32604/cmes.2023.025923.
- P. Wei#, Z. Zhu#, G. Luo, Z. Qian and X. Zhang, "Breaking Robust Data Hiding in Online Social Networks," in IEEE Signal Processing Letters, vol. 29, pp. 2682-2686, 2022, DOI: 10.1109/LSP.2022.3233539.
- Z. Zhu, H. Zhou, S. Xing, Z. Qian, S. Li, X. Zhang, "Perceptual Hash of Neural Networks," in Symmetry, 2022, 14, 810, DOI: 10.3390/sym14040810.
- Z. Zhu, S. Li, Z. Qian, X. Zhang, "Destroying robust steganography in online social networks," in Information Sciences, vol. 581, pp. 605-619, 2021, ISSN 0020-0255, DOI: 10.1016/j.ins.2021.10.023.【微信推文】
- Z. Zhu, Q. Ying, Z. Qian, et al., "Steganography in animated emoji using self-reference," in Multimedia Systems, vol. 27, pp. 331–340, 2021, DOI: 10.1007/s00530-020-00723-z.
- Jia W, Z. Zhu*, Wang H, "Destroy the Robust Commercial Watermark via Deep Convolutional Encoder‐Decoder Network," in Security and Communication Networks, 2021, DOI: 10.1155/2021/9119478.
项目
- 国家自然科学基金青年基金: 《基于多目标优化的动画图像隐写理论与方法》，主持。
- 浙江大学区块链与数据安全全国重点实验室开放课题: 《大模型AIGC图像检测与溯源方法研究》，主持。
- 中央高校建设世界一流大学(学科)和特色发展引导专项: 一流特色课程《多媒体与人工智能安全》，主持。
- 中央高校基本科研业务费专项基金: 主持。
- 华东理工大学教师产学研践习计划: 主持。
社会活动
- 学术兼职: 中国图象图形学学会-数字媒体取证与安全专委会委员；中国自动化学会-人工智能安全治理专委会委员。
- 审稿人:IEEE-TCSVT、Signal Processing、NeurIPS、ACM-MM、IEEE-ICME、IEEE-AVSS、《信息网络安全》等。
教授课程
- 研: 《多媒体与人工智能安全》
- 本: 《电工电子学实验》、《电子技术课程设计》
指导学生
- 上海市级“大学生创新创业训练计划”项目: “社交网络净化空间中的隐蔽通信”
- 中国国际大学生创新大赛上海赛区金奖: “智溯旦鉴——引领人工智能全链路数字知产保护新时代”
联系我
办公室:华东理工大学（徐汇校区）实验19楼504室