IsBad: Imperceptible Sample-Specific Backdoor to DNN With Denoising Autoencoder.

Wenmao Liu

Xiangqi Wang Mingfu Xue Kewei Chen 0004 Jing Xu Wenmao Liu Leo Yu Zhang Yushu Zhang 0001 IsBad: Imperceptible Sample-Specific Backdoor to DNN With Denoising Autoencoder. 2026 January - March 30-41 14 IEEE Trans. Emerg. Top. Comput. 1 https://doi.org/10.1109/TETC.2025.3631134 db/journals/tetc/tetc14.html#WangXCXLZZ26 streams/journals/tetc

Tianhuai Qiao Weili Li Wenmao Liu Guorui Xu Huiyong Jin Design Considerations and Many-Objective Optimization of Synchronous Condenser Used for New Energy Power System Based on Electromagnetic-Thermal Constraints. 2026 April 5293-5304 73 IEEE Trans. Ind. Electron. 4 https://doi.org/10.1109/TIE.2025.3637402 db/journals/tie/tie73.html#QiaoLLXJ26 streams/journals/tie

Yu Liu 0090 Tong Li 0001 Runzi Zhang Zhao Jin Mingkai Tong Wenmao Liu Yiting Wang Zhen Yang 0004 A Context-Aware Clustering Approach for Assisting Operators in Classifying Security Alerts. 153-171 2025 January 51 IEEE Trans. Software Eng. 1 https://doi.org/10.1109/TSE.2024.3497588 db/journals/tse/tse51.html#LiuLZJTLWY25 streams/journals/tse

Yuxuan Zhang Hua Guo 0001 Chen Junxin Chen Wenmao Liu High-Performance Implementation Architecture for Additive Homomorphic Encryption Algorithms on FPGA. 58-63 2025 BigDataSecurity https://doi.org/10.1109/BigDataSecurity66063.2025.00010 conf/bigdatasec/2025 db/conf/bigdatasec/bigdatasec2025.html#ZhangGCCL25 Guorui Xu Guangliang Yang 0004 Zhiqiang Li Wenmao Liu Weili Li Influence of Rotor Slot Wedge Material on Temperature Distribution of Dual-Excited Synchronous Condenser during Asynchronous Operation. 1-6 2025 IAS https://doi.org/10.1109/IAS62731.2025.11061424 conf/iasam/2025 db/conf/iasam/ias2025.html#Xu0LLL25 Xiaocong Lin Weijing You Chenchen Wu Wenmao Liu Qi Gu TA-PDC: Provable Data Contribution with Traceable Anonymous for Group Transactions. 463-483 2025 ICICS (1) https://doi.org/10.1007/978-981-95-3540-8_25 conf/icics/2025-1 db/conf/icics/icics2025-1.html#LinYWLG25 streams/conf/icics Zhuo Li Yuena Lin Yipeng Wang 0001 Wenmao Liu Mingliang Yu Zhen Yang 0004 Gengyu Lyu Critical Node-aware Augmentation for Hypergraph Contrastive Learning. 5671-5679 2025 IJCAI https://doi.org/10.24963/ijcai.2025/631 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#LiLWLY0L25 Huiying Zhang Wenmao Liu Wei Ren 0002 Xianchao Zhang 0002 CertBA: A Decentralized Authentication Scheme via Blockchain and Dynamic Cryptographic Accumulator. 104-115 2025 KSEM (4) https://doi.org/10.1007/978-981-95-3058-8_9 conf/ksem/2025-4 db/conf/ksem/ksem2025-4.html#ZhangLRZ25 streams/conf/ksem Zhangting Lin Mingfu Xue Wenmao Liu Liquan Chen Adversarial Example Based Fingerprint Embedding for Robust Copyright Protection in Split Learning. TrustCom 2025 1038-1045 conf/trustcom/2025 https://doi.org/10.1109/Trustcom66490.2025.00120 db/conf/trustcom/trustcom2025.html#LinXLC25 streams/conf/trustcom Jiahao Liu Wei Ren 0002 Yifei Cai Wenmao Liu Xianchao Zhang 0002 Tianqing Zhu A Lightweight Transformation Method for Privacy Protection in Image Classification. 96-106 2025 WASA (3) https://doi.org/10.1007/978-981-96-8731-2_10 conf/wasa/2025-3 db/conf/wasa/wasa2025-3.html#LiuRCLZZ25 streams/conf/wasa

Zhangting Lin Mingfu Xue Kewei Chen 0004 Wenmao Liu Xiang Gao Leo Yu Zhang Jian Wang 0038 Yushu Zhang 0001 Adversarial Example Based Fingerprinting for Robust Copyright Protection in Split Learning. 2025 March abs/2503.04825 CoRR https://doi.org/10.48550/arXiv.2503.04825 db/journals/corr/corr2503.html#abs-2503-04825 streams/journals/corr

Hongsong Chen Xingyu Li Wenmao Liu Multivariate time series anomaly detection by fusion of deep convolution residual autoencoding reconstruction model and ConvLstm forecasting model. 103581 2024 February 137 Comput. Secur. https://doi.org/10.1016/j.cose.2023.103581 db/journals/compsec/compsec137.html#ChenLL24

Yuexin Xiang Yuchen Lei Ding Bao Tiantian Li 0004 Qingqing Yang Wenmao Liu Wei Ren 0002 Kim-Kwang Raymond Choo BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis. 2171-2185 2024 19 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2023.3347894 https://www.wikidata.org/entity/Q124305725 db/journals/tifs/tifs19.html#XiangLBLYLRC24

Jian Qu Xiaobo Ma Wenmao Liu Hongqing Sang Jianfeng Li 0006 Lei Xue 0001 Xiapu Luo Zhenhua Li 0001 Li Feng Xiaohong Guan On Smartly Scanning of the Internet of Things. 1019-1034 2024 April 32 IEEE/ACM Trans. Netw. 2 https://doi.org/10.1109/TNET.2023.3312162 https://www.wikidata.org/entity/Q130955718 db/journals/ton/ton32.html#QuMLSLXLLFG24

Enze Zhao Peng Li 0046 Zhang Cheng Wenmao Liu Lei Nie Haizhou Bao Qin Liu 0003 Kai Zhang Masked Transformer-based Multi-GAN for 5G Core Network KPI Anomaly Detection. 2601-2606 2024 CSCWD https://doi.org/10.1109/CSCWD61410.2024.10580693 conf/cscwd/2024 db/conf/cscwd/cscwd2024.html#ZhaoLCLNBLZ24 Xinyu Liu Wei Ren 0002 Wenmao Liu Xianghan Zheng A Data Watermark Scheme Base on Data Converted Bitmap for Data Trading. 270-289 2024 ICA3PP (4) https://doi.org/10.1007/978-981-96-1545-2_16 conf/ica3pp/2024-4 db/conf/ica3pp/ica3pp2024-4.html#LiuRLZ24 streams/conf/ica3pp Daguo Cheng Lin He 0004 Chentian Wei Qilei Yin Boran Jin Zhaoan Wang Xiaoteng Pan Sixu Zhou Ying Liu 0024 Shenglin Zhang Fuchao Tan Wenmao Liu Luori: Active Probing and Evaluation of Internet-Wide IPv6 Fully Responsive Prefixes. 1-12 2024 ICNP https://doi.org/10.1109/ICNP61940.2024.10858548 conf/icnp/2024 db/conf/icnp/icnp2024.html#ChengHWYJWPZLZT24

Yong Wu Binjun Wang Wei Li Wenmao Liu Signed directed attention network. 1647-1671 2023 August 105 Computing 8 https://doi.org/10.1007/s00607-023-01158-w db/journals/computing/computing105.html#WuWLL23

Jian Qu Xiaobo Ma Wenmao Liu Who is DNS serving for? A human-software perspective of modeling DNS services. 110279 2023 March 263 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2023.110279 db/journals/kbs/kbs263.html#QuML23

Min Wang Peng Li 0046 Zhang Cheng Wenmao Liu Lei Nie Haizhou Bao Qin Liu 0003 Kai Zhang Unsupervised Graph-Sequence Anomaly Detection for 5G Core Network Control Plane Traffic. 1645-1652 2023 ICPADS https://doi.org/10.1109/ICPADS60453.2023.00230 conf/icpads/2023 db/conf/icpads/icpads2023.html#WangLCLNBLZ23

Huanran Wang Hui He Weizhe Zhang Wenmao Liu Peng Liu 0005 Amir Javadpour 0001 Using honeypots to model botnet attacks on the internet of medical things. 108212 2022 102 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2022.108212 db/journals/cee/cee102.html#WangHZLLJ22

Donghai Tian Runze Zhao Rui Ma 0004 Xiaoqi Jia Qi Shen Changzhen Hu Wenmao Liu MDCD: A malware detection approach in cloud using deep learning. 2022 33 Trans. Emerg. Telecommun. Technol. 11 https://doi.org/10.1002/ett.4584 db/journals/ett/ett33.html#TianZMJSHL22

Jia Liu Runzi Zhang Wenmao Liu Yinghua Zhang Dujuan Gu Mingkai Tong Xingkai Wang Jianxin Xue Huanran Wang Context2Vector: Accelerating security event triage via context representation learning. 106856 2022 146 Inf. Softw. Technol. https://doi.org/10.1016/j.infsof.2022.106856 https://www.wikidata.org/entity/Q113315599 db/journals/infsof/infsof146.html#LiuZLZGTWXW22

Chong Yuan Jingxuan Cai Donghai Tian Rui Ma 0004 Xiaoqi Jia Wenmao Liu Towards time evolved malware identification using two-head neural network. 103098 2022 65 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2021.103098 db/journals/istr/istr65.html#YuanCTMJL22

Yulai Xie 0002 Minpeng Jin Zhuping Zou Gongming Xu Dan Feng 0001 Wenmao Liu Darrell D. E. Long Real-Time Prediction of Docker Container Resource Load Based on a Hybrid Model of ARIMA and Triple Exponential Smoothing. 1386-1401 2022 10 IEEE Trans. Cloud Comput. 2 https://doi.org/10.1109/TCC.2020.2989631 https://www.wikidata.org/entity/Q115534697 db/journals/tcc/tcc10.html#XieJZXFLL22

Xiaobo Ma Jian Qu Jianfeng Li 0006 John C. S. Lui Zhenhua Li 0001 Wenmao Liu Xiaohong Guan Inferring Hidden IoT Devices and User Interactions via Spatial-Temporal Traffic Fingerprinting. 394-408 2022 30 IEEE/ACM Trans. Netw. 1 https://doi.org/10.1109/TNET.2021.3112480 https://www.wikidata.org/entity/Q131131927 db/journals/ton/ton30.html#MaQLLLLG22

Qingqing Yang Yuexin Xiang Wenmao Liu Wei Ren 0002 An Illicit Bitcoin Address Analysis Scheme Based on Subgraph Evolution. 679-686 2022 HPCC/DSS/SmartCity/DependSys https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys57074.2022.00116 conf/hpcc/2022 db/conf/hpcc/hpcc2022.html#YangXLR22 Guorui Xu Zeyu Yuan Peidong Hu Wenmao Liu Weili Li Yang Zhan 0003 Haisen Zhao Influence of Rotor Damping Bars on Rotor Temperature Rise of Synchronous Condenser after Single-Phase Short-Circuit Fault. 1-7 2022 IAS https://doi.org/10.1109/IAS54023.2022.9940097 conf/iasam/2022 db/conf/iasam/ias2022.html#XuYHLLZZ22 Jian Qu Xiaobo Ma Wenmao Liu Hongqing Sang Jianfeng Li 0006 Lei Xue 0001 Xiapu Luo Zhenhua Li 0001 Li Feng Xiaohong Guan Landing Reinforcement Learning onto Smart Scanning of The Internet of Things. 2088-2097 2022 INFOCOM https://doi.org/10.1109/INFOCOM48880.2022.9796737 conf/infocom/2022 db/conf/infocom/infocom2022.html#QuMLSLXLLFG22 Rui Yu Fu Chen Wenmao Liu Hongqing Sang Threat identification model for suspected Internet of Things attack groups. 283-288 2022 ICSS https://doi.org/10.1109/ICSS55994.2022.00051 conf/service/2022 db/conf/service/service2022.html#YuCLS22

Yuexin Xiang Yuchen Lei Ding Bao Wei Ren 0002 Tiantian Li 0004 Qingqing Yang Wenmao Liu Tianqing Zhu Kim-Kwang Raymond Choo BABD: A Bitcoin Address Behavior Dataset for Address Behavior Pattern Analysis. 2022 abs/2204.05746 CoRR https://doi.org/10.48550/arXiv.2204.05746 db/journals/corr/corr2204.html#abs-2204-05746

Xiaobo Ma Jian Qu Feitong Chen Wenmao Liu Jianfeng Li 0006 Jing Tao Hongshan Jiao Mawei Shi Zhi-Li Zhang One Host with So Many IPs! On The Security Implications of Dynamic Virtual Private Servers. 64-69 2021 59 IEEE Commun. Mag. 2 https://doi.org/10.1109/MCOM.001.2000602 db/journals/cm/cm59.html#MaQCLLTJSZ21

Donghai Tian Qianjin Ying Xiaoqi Jia Rui Ma 0004 Changzhen Hu Wenmao Liu MDCHD: A novel malware detection method in cloud using hardware trace and deep learning. 108394 2021 198 Comput. Networks https://doi.org/10.1016/j.comnet.2021.108394 db/journals/cn/cn198.html#TianYJMHL21

Huanran Wang Weizhe Zhang Hui He Peng Liu 0005 Daniel Xiapu Luo Yang Liu 0039 Jiawei Jiang Yan Li 0075 Xing Zhang Wenmao Liu Runzi Zhang Xing Lan An Evolutionary Study of IoT Malware. 15422-15440 2021 8 IEEE Internet Things J. 20 https://doi.org/10.1109/JIOT.2021.3063840 db/journals/iotj/iotj8.html#WangZHLLLJLZLZL21

Jian Qu Xiaobo Ma Wenmao Liu Querent-centric Domain Name System Modeling and Its Application in Passive Software Discovery. 152-160 2021 DSA https://doi.org/10.1109/DSA52907.2021.00024 conf/dsa/2021 db/conf/dsa/dsa2021.html#QuML21 Didier Frank Isingizwe Meng Wang Wenmao Liu Dongsheng Wang 0002 Tiejun Wu Jun Li 0003 Analyzing Learning-based Encrypted Malware Traffic Classification with AutoML. 313-322 2021 ICCT https://doi.org/10.1109/ICCT52962.2021.9658106 conf/icct/2021 db/conf/icct/icct2021.html#IsingizweWLWWL21 Fu Chen Rui Yu Wenmao Liu Internet of Things Attack Group Identification Model Combined with Spectral Clustering. 778-782 2021 ICCT https://doi.org/10.1109/ICCT52962.2021.9657991 conf/icct/2021 db/conf/icct/icct2021.html#ChenYL21 Jiyue Tang Le Yang Song Liu Wenmao Liu Meng Wang Chonghua Wang Bo Jiang 0013 Zhigang Lu 0002 Caps-LSTM: A Novel Hierarchical Encrypted VPN Network Traffic Identification Using CapsNet and LSTM. 139-153 2021 SciSec https://doi.org/10.1007/978-3-030-89137-4_10 conf/scisec/2021 db/conf/scisec/scisec2021.html#TangYLLWWJL21 Yutian Yang Wenbo Shen Bonan Ruan Wenmao Liu Kui Ren 0001 Security Challenges in the Container Cloud. 137-145 2021 TPS-ISA https://doi.org/10.1109/TPSISA52974.2021.00016 conf/tpsisa/2021 db/conf/tpsisa/tpsisa2021.html#YangSRLR21

Wenmao Liu Weili Li Shifan Luo Xuelian Huang Dan Li Zhiqiang Li Guorui Xu Influence of a Novel Stator Teeth Internal Ventilation Structure on Air-Cooled Turbo-Generator Parameters and Stator Temperature. 122422-122433 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3007339 db/journals/access/access8.html#LiuLLHLLX20

Mingkai Tong Guo Li Runzi Zhang Jianxin Xue Wenmao Liu Jiahai Yang 0001 Far from classification algorithm: dive into the preprocessing stage in DGA detection. 468-474 2020 TrustCom https://doi.org/10.1109/TrustCom50675.2020.00070 conf/trustcom/2020 db/conf/trustcom/trustcom2020.html#TongLZXLY20 Runzi Zhang Mingkai Tong Lei Chen Jianxin Xue Wenmao Liu Feng Xie CMIRGen: Automatic Signature Generation Algorithm for Malicious Network Traffic. 736-743 2020 TrustCom https://doi.org/10.1109/TrustCom50675.2020.00101 conf/trustcom/2020 db/conf/trustcom/trustcom2020.html#ZhangTCXLX20

Dou An Qingyu Yang 0003 Wenmao Liu Yang Zhang 0097 Defending Against Data Integrity Attacks in Smart Grid: A Deep Reinforcement Learning-Based Approach. 110835-110845 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2933020 db/journals/access/access7.html#AnYLZ19

Ziyu Wang 0009 Jianwei Liu 0001 Zongyang Zhang Yanting Zhang 0002 Jiayuan Yin Hui Yu Wenmao Liu A Combined Micro-block Chain Truncation Attack on Bitcoin-NG. 322-339 2019 ACISP https://doi.org/10.1007/978-3-030-21548-4_18 conf/acisp/2019 db/conf/acisp/acisp2019.html#WangLZZYYL19 Wei Jiang Yuan Tian Weixin Liu Wenmao Liu An Insider Threat Detection Method Based on User Behavior Analysis. 421-429 2018 IIP https://doi.org/10.1007/978-3-030-00828-4_43 conf/ifip12/2018iip db/conf/ifip12/iip2018.html#JiangTLL18 Yan Sun 0004 Lihua Yin Wenmao Liu Defending sybil attacks in mobile social networks. 163-164 2014 INFOCOM Workshops https://doi.org/10.1109/INFCOMW.2014.6849206 conf/infocom/2014w db/conf/infocom/infocom2014w.html#SunYL14 Wenmao Liu Lihua Yin Weizhe Zhang Hongli Zhang 0001 A General Distributed Object Locating Architecture in the Internet of Things. 730-735 2010 ICPADS https://doi.org/10.1109/ICPADS.2010.30 https://doi.ieeecomputersociety.org/10.1109/ICPADS.2010.30 conf/icpads/2010 db/conf/icpads/icpads2010.html#LiuYZZ10 Dou An Ding Bao Haizhou Bao Jingxuan Cai Yifei Cai Chen Feitong Chen Fu Chen Hongsong Chen Junxin Chen Kewei Chen 0004 Lei Chen Liquan Chen Daguo Cheng Zhang Cheng Kim-Kwang Raymond Choo Dan Feng 0001 Li Feng Xiang Gao Dujuan Gu Qi Gu Xiaohong Guan Hua Guo 0001 Hui He Lin He 0004 Changzhen Hu Peidong Hu Xuelian Huang Didier Frank Isingizwe Amir Javadpour 0001 Xiaoqi Jia Bo Jiang 0013 Jiawei Jiang Wei Jiang Hongshan Jiao Boran Jin Huiyong Jin Minpeng Jin Zhao Jin Xing Lan Yuchen Lei Dan Li Guo Li Jianfeng Li 0006 Jun Li 0003 Peng Li 0046 Tiantian Li 0004 Tong Li 0001 Wei Li Weili Li Xingyu Li Yan Li 0075 Zhenhua Li 0001 Zhiqiang Li Zhuo Li Xiaocong Lin Yuena Lin Zhangting Lin Jia Liu Jiahao Liu Jianwei Liu 0001 Peng Liu 0005 Qin Liu 0003 Song Liu Weixin Liu Xinyu Liu Yang Liu 0039 Ying Liu 0024 Yu Liu 0090 Darrell D. E. Long Zhigang Lu 0002 John C. S. Lui Shifan Luo Xiapu LuoDaniel Xiapu Luo Gengyu Lyu Rui Ma 0004 Xiaobo Ma Lei Nie Xiaoteng Pan Tianhuai Qiao Jian Qu Kui Ren 0001 Wei Ren 0002 Bonan Ruan Hongqing Sang Qi Shen Wenbo Shen Mawei Shi Yan Sun 0004 Fuchao Tan Jiyue Tang Jing Tao Donghai Tian Yuan Tian Mingkai Tong Binjun Wang Chonghua Wang Dongsheng Wang 0002 Huanran Wang Jian Wang 0038 Meng Wang Min Wang Xiangqi Wang Xingkai Wang Yipeng Wang 0001 Yiting Wang Zhaoan Wang Ziyu Wang 0009 Chentian Wei Chenchen Wu Tiejun Wu Yong Wu Yuexin Xiang Feng Xie Yulai Xie 0002 Gongming Xu Guorui Xu Jing Xu Jianxin Xue Lei Xue 0001 Mingfu Xue Guangliang Yang 0004 Jiahai Yang 0001 Le Yang Qingqing Yang Qingyu Yang 0003 Yutian Yang Zhen Yang 0004 Jiayuan Yin Lihua Yin Qilei Yin Qianjin Ying Weijing You Hui Yu Mingliang Yu Rui Yu Chong Yuan Zeyu Yuan Yang Zhan 0003 Hongli Zhang 0001 Huiying Zhang Kai Zhang Leo Yu Zhang Runzi Zhang Shenglin Zhang Weizhe Zhang Xianchao Zhang 0002 Xing Zhang Yang Zhang 0097 Yanting Zhang 0002 Yinghua Zhang Yushu Zhang 0001 Yuxuan Zhang Zhi-Li Zhang Zongyang Zhang Enze Zhao Haisen Zhao Runze Zhao Xianghan Zheng Sixu Zhou Tianqing Zhu Zhuping Zou