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Journal Articles
- 2022
[j8]Derui Wang
, Chaoran Li, Sheng Wen, Qing-Long Han, Surya Nepal, Xiangyu Zhang, Yang Xiang:
Daedalus: Breaking Nonmaximum Suppression in Object Detection via Adversarial Examples. IEEE Trans. Cybern. 52(8): 7427-7440 (2022)- [j7]Derui Wang, Chaoran Li, Sheng Wen, Surya Nepal, Yang Xiang:
Defending Against Adversarial Attack Towards Deep Neural Networks Via Collaborative Multi-Task Training. IEEE Trans. Dependable Secur. Comput. 19(2): 953-965 (2022) - [j6]Chaoran Li, Xiao Chen, Derui Wang, Sheng Wen, Muhammad Ejaz Ahmed, Seyit Camtepe, Yang Xiang:
Backdoor Attack on Machine Learning Based Android Malware Detectors. IEEE Trans. Dependable Secur. Comput. 19(5): 3357-3370 (2022) - [j5]Derui Wang, Sheng Wen, Alireza Jolfaei, Mohammad Sayad Haghighi, Surya Nepal, Yang Xiang:
On the Neural Backdoor of Federated Generative Models in Edge Computing. ACM Trans. Internet Techn. 22(2): 43:1-43:21 (2022) - 2021
- [j4]Derui Wang, Chaoran Li, Sheng Wen, Surya Nepal, Yang Xiang:
Man-in-the-Middle Attacks Against Machine Learning Classifiers Via Malicious Generative Models. IEEE Trans. Dependable Secur. Comput. 18(5): 2074-2087 (2021) - 2020
- [j3]Xiao Chen, Chaoran Li, Derui Wang, Sheng Wen, Jun Zhang, Surya Nepal, Yang Xiang, Kui Ren:
Android HIV: A Study of Repackaging Malware for Evading Machine-Learning Detection. IEEE Trans. Inf. Forensics Secur. 15: 987-1001 (2020) - 2019
- [j2]Derui Wang, Yanfeng Wu, Jian-Qiang Hu, Miaomiao Liu, Peiwen Yu, Cheng Zhang, Yan Wu:
Flight Schedule Recovery: A Simulation-Based Approach. Asia Pac. J. Oper. Res. 36(6): 1940010:1-1940010:19 (2019) - 2015
- [j1]Derui Wang, Jingyu Hou:
Explore the hidden treasure in protein-protein interaction networks - An iterative model for predicting protein functions. J. Bioinform. Comput. Biol. 13(5): 1550026:1-1550026:22 (2015)
Conference and Workshop Papers
- 2024
- [c9]Yuxin Cao, Ziyu Zhao, Xi Xiao, Derui Wang, Minhui Xue, Jin Lu:
LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer. AAAI 2024: 945-953 - [c8]Diksha Goel, Kristen Moore, Mingyu Guo, Derui Wang, Minjune Kim, Seyit Camtepe:
Optimizing Cyber Defense in Dynamic Active Directories Through Reinforcement Learning. ESORICS (1) 2024: 332-352 - [c7]Youwei Shu, Xi Xiao, Derui Wang, Yuxin Cao, Siji Chen, Jason Xue, Linyi Li, Bo Li:
Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing. ICML 2024 - [c6]Weifei Jin, Yuxin Cao, Junjie Su, Qi Shen, Kai Ye, Derui Wang, Jie Hao, Ziyao Liu:
Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer. SecTL@AsiaCCS 2024: 47-55 - [c5]Yuxin Cao, Jinghao Li, Xi Xiao, Derui Wang, Minhui Xue, Hao Ge, Wei Liu, Guangwu Hu:
LocalStyleFool: Regional Video Style Transfer Attack Using Segment Anything Model. SP (Workshops) 2024: 48-56 - 2023
- [c4]Wanlun Ma, Derui Wang, Ruoxi Sun, Minhui Xue, Sheng Wen, Yang Xiang:
The "Beatrix" Resurrections: Robust Backdoor Detection via Gram Matrices. NDSS 2023 - [c3]Yuxin Cao, Yian Li, Yumeng Zhu, Derui Wang, Minhui Xue:
Flow-Attention-based Spatio-Temporal Aggregation Network for 3D Mask Detection. NeurIPS 2023 - [c2]Yuxin Cao, Xi Xiao, Ruoxi Sun, Derui Wang, Minhui Xue, Sheng Wen:
StyleFool: Fooling Video Classification Systems via Style Transfer. SP 2023: 1631-1648 - 2019
- [c1]Yansong Gao, Chang Xu, Derui Wang, Shiping Chen, Damith Chinthana Ranasinghe, Surya Nepal:
STRIP: a defence against trojan attacks on deep neural networks. ACSAC 2019: 113-125
Informal and Other Publications
- 2024
- [i20]Yuxin Cao, Jinghao Li, Xi Xiao, Derui Wang, Minhui Xue, Hao Ge, Wei Liu, Guangwu Hu:
LocalStyleFool: Regional Video Style Transfer Attack Using Segment Anything Model. CoRR abs/2403.11656 (2024) - [i19]Derui Wang, Minhui Xue, Bo Li, Seyit Camtepe, Liming Zhu:
Provably Unlearnable Examples. CoRR abs/2405.03316 (2024) - [i18]Weifei Jin, Yuxin Cao, Junjie Su, Qi Shen, Kai Ye, Derui Wang, Jie Hao, Ziyao Liu:
Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer. CoRR abs/2405.09470 (2024) - [i17]Youwei Shu, Xi Xiao, Derui Wang, Yuxin Cao, Siji Chen, Jason Xue, Linyi Li, Bo Li:
Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing. CoRR abs/2406.02309 (2024) - [i16]Diksha Goel, Kristen Moore, Mingyu Guo, Derui Wang, Minjune Kim, Seyit Camtepe:
Optimizing Cyber Defense in Dynamic Active Directories through Reinforcement Learning. CoRR abs/2406.19596 (2024) - [i15]Huajie Chen, Tianqing Zhu, Lefeng Zhang, Bo Liu, Derui Wang, Wanlei Zhou, Minhui Xue:
QUEEN: Query Unlearning against Model Extraction. CoRR abs/2407.01251 (2024) - [i14]Yuxin Cao, Yumeng Zhu, Derui Wang, Sheng Wen, Minhui Xue, Jin Lu, Hao Ge:
Rethinking the Threat and Accessibility of Adversarial Attacks against Face Recognition Systems. CoRR abs/2407.08514 (2024) - [i13]Duoxun Tang, Yuxin Cao, Xi Xiao, Derui Wang, Sheng Wen, Tianqing Zhu:
Query-Efficient Video Adversarial Attack with Stylized Logo. CoRR abs/2408.12099 (2024) - 2023
- [i12]Yuxin Cao, Yian Li, Yumeng Zhu, Derui Wang, Minhui Xue:
Flow-Attention-based Spatio-Temporal Aggregation Network for 3D Mask Detection. CoRR abs/2310.16569 (2023) - [i11]Bingbing Song, Derui Wang, Tianwei Zhang, Renyang Liu, Yu Lin, Wei Zhou:
Double-Flow-based Steganography without Embedding for Image-to-Image Hiding. CoRR abs/2311.15027 (2023) - [i10]Yuxin Cao, Ziyu Zhao, Xi Xiao, Derui Wang, Minhui Xue, Jin Lu:
LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer. CoRR abs/2312.09935 (2023) - [i9]Dayong Ye, Tianqing Zhu, Congcong Zhu, Derui Wang, Jason Xue, Sheng Shen, Wanlei Zhou:
Reinforcement Unlearning. CoRR abs/2312.15910 (2023) - 2022
- [i8]Yuxin Cao, Xi Xiao, Ruoxi Sun, Derui Wang, Minhui Xue, Sheng Wen:
StyleFool: Fooling Video Classification Systems via Style Transfer. CoRR abs/2203.16000 (2022) - [i7]Chunhui Ai, Derui Wang, Yang Xu, Wenrui Xie, Ziqiang Cao:
KGEA: A Knowledge Graph Enhanced Article Quality Identification Dataset. CoRR abs/2206.07556 (2022) - [i6]Qi Lv, Ziqiang Cao, Wenrui Xie, Derui Wang, Jingwen Wang, Zhiyong Hu, Tangkun Zhang, Yuan Ba, Yuanhang Li, Min Cao, Wenjie Li, Sujian Li, Guohong Fu:
Visual Subtitle Feature Enhanced Video Outline Generation. CoRR abs/2208.11307 (2022) - [i5]Wanlun Ma, Derui Wang, Ruoxi Sun, Minhui Xue, Sheng Wen, Yang Xiang:
The "Beatrix" Resurrections: Robust Backdoor Detection via Gram Matrices. CoRR abs/2209.11715 (2022) - 2019
- [i4]Derui Wang, Chaoran Li, Sheng Wen, Surya Nepal, Yang Xiang:
Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples. CoRR abs/1902.02067 (2019) - [i3]Yansong Gao, Chang Xu, Derui Wang, Shiping Chen, Damith Chinthana Ranasinghe, Surya Nepal:
STRIP: A Defence Against Trojan Attacks on Deep Neural Networks. CoRR abs/1902.06531 (2019) - [i2]Derui Wang, Chaoran Li, Sheng Wen, Surya Nepal, Yang Xiang:
Man-in-the-Middle Attacks against Machine Learning Classifiers via Malicious Generative Models. CoRR abs/1910.06838 (2019) - 2018
- [i1]Xiao Chen, Chaoran Li, Derui Wang, Sheng Wen, Jun Zhang, Surya Nepal, Yang Xiang, Kui Ren:
Android HIV: A Study of Repackaging Malware for Evading Machine-Learning Detection. CoRR abs/1808.04218 (2018)
Coauthor Index
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