Enhancing adversarial example detection in DNNs: A joint CAE-TextCNN approach.

Zigang Chen https://orcid.org/0000-0003-4754-7049

Zigang Chen Deyang Xie Yingrong Liu Zhangqi Wang Haihua Zhu 0004 Xiangzhong Wang Enhancing adversarial example detection in DNNs: A joint CAE-TextCNN approach. 2026 115088 196 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2026.115088 db/journals/asc/asc196.html#ChenXLWZW26 streams/journals/asc

Zigang Chen Ruitao Jin Qi Xiao Haihua Zhu 0004 Weighted non-negative matrix factorization with Katz-enhanced latent structures and attribute constraints for robust community detection. 6 2026 June 21 Int. J. Data Sci. Anal. 1 https://doi.org/10.1007/s41060-025-00883-z db/journals/ijdsa/ijdsa21.html#ChenJXZ26 streams/journals/ijdsa

Zigang Chen Zhangqi Wang Ding Pan Tao Leng Yuhong Liu 0003 Haihua Zhu 0004 Interpretability adversarial example detection through multi-interpretation aggregation comparison. 113212 2025 177 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2025.113212 db/journals/asc/asc177.html#ChenWPLLZ25 streams/journals/asc

Zigang Chen Danlong Li Fan Liu Xingchun Yang Haihua Zhu 0004 Xiaoyong Li Confidentiality, integrity, and non-repudiation of automobile event data: a TEE-based secure transmission scheme between automobile and cloud. 439 2025 September 28 Clust. Comput. 7 https://doi.org/10.1007/s10586-024-05013-1 db/journals/cluster/cluster28.html#ChenLLYZL25 streams/journals/cluster

Zigang Chen Hongwei Zhang Qinyu Mu Danlong Li Haihua Zhu 0004 In-vehicle device data tampering detection: Accurate identification based on correlation calculation and data relationship. 104648 2025 158 Comput. Secur. https://doi.org/10.1016/j.cose.2025.104648 db/journals/compsec/compsec158.html#ChenZMLZ25 streams/journals/compsec

Zigang Chen Yuening Zhou Zhen Wang Fan Liu Tao Leng Haihua Zhu 0004 A bias evaluation solution for multiple sensitive attribute speech recognition. 101787 2025 93 Comput. Speech Lang. https://doi.org/10.1016/j.csl.2025.101787 db/journals/csl/csl93.html#ChenZWLLZ25 streams/journals/csl

Zigang Chen Deyang Xie Zhenghao Liu Tao Leng Yuhong Liu 0003 Haihua Zhu 0004 Attacking the Digital Watermark of Watermarked Images Through Residual Learning and Self-supervised Training. 9675-9693 2025 December 44 Circuits Syst. Signal Process. 12 https://doi.org/10.1007/s00034-025-03262-y db/journals/cssp/cssp44.html#ChenXLLLZ25 streams/journals/cssp

Zigang Chen Chenfeng Zhu Hongwei Zhang Fuhai Zhang Haihua Zhu 0004 A lightweight UAV secure communication scheme integrating cross-domain group authentication and reputation awareness. 101781 2025 34 Internet Things https://doi.org/10.1016/j.iot.2025.101781 db/journals/iot/iot34.html#ChenZZZZ25 streams/journals/iot

Haihua Zhu 0004 Yu Cheng Xiuli Song Yunlong Zhou Fan Liu Zigang Chen Enhancing transparency and traceability in complex supply chains: Fine-grained access control, accuracy evaluation, and secure storage. 104169 2025 93 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2025.104169 db/journals/istr/istr93.html#ZhuCSZLC25 streams/journals/istr

Zigang Chen Zhenjiang Zhang Tao Leng Haihua Zhu 0004 Yuhong Liu 0003 Outsourcing collaboration analysis of multiparty privacy data using the improved Yannakakis. 497 2025 February 81 J. Supercomput. 3 https://doi.org/10.1007/s11227-025-06994-5 db/journals/tjs/tjs81.html#ChenZLZL25 streams/journals/tjs

Zigang Chen Fan Liu Danlong Li Yuhong Liu 0003 Xingchun Yang Haihua Zhu 0004 Video security in logistics monitoring systems: a blockchain based secure storage and access control scheme. 10245-10264 2024 November 27 Clust. Comput. 8 https://doi.org/10.1007/s10586-024-04667-1 db/journals/cluster/cluster27.html#ChenLLLYZ24 streams/journals/cluster

Zigang Chen Qi Xiao Tao Leng Zhenjiang Zhang Ding Pan Yuhong Liu 0003 Xiaoyong Li Multi-constraint non-negative matrix factorization for community detection: orthogonal regular sparse constraint non-negative matrix factorization. 2024 4697-4712 10 Complex Intell. Syst. 4 https://doi.org/10.1007/s40747-024-01404-4 db/journals/comintsys/comintsys10.html#ChenXLZPLL24 streams/journals/comintsys

Zigang Chen Zhen Wang Yuening Zhou Fan Liu Yuhong Liu 0003 Tao Leng Haihua Zhu 0004 A method for recovering adversarial samples with both adversarial attack forensics and recognition accuracy. 103987 2024 144 Comput. Secur. https://doi.org/10.1016/j.cose.2024.103987 db/journals/compsec/compsec144.html#ChenWZLLLZ24 streams/journals/compsec

Ning Yu 0007 Long Chen 0022 Tao Leng Zigang Chen Xiaoyin Yi An explainable deepfake of speech detection method with spectrograms and waveforms. 103720 2024 81 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2024.103720 db/journals/istr/istr81.html#YuCLCY24

Zigang Chen Chaochao Fan Tao Leng Long Chen 0022 Yuhong Liu 0003 Xiaoyong Li Dongfeng Yuan Tripartite evolutionary game in the process of network attack and defense. 351-361 2024 June 86 Telecommun. Syst. 2 https://doi.org/10.1007/s11235-024-01130-9 db/journals/telsys/telsys86.html#ChenFLCLLY24 streams/journals/telsys

Zigang Chen Qinyu Mu Wenjun Luo Xingchun Yang Danlong Li Xin Shao Yuhong Liu 0003 Haihua Zhu 0004 Digital Forensics for Automotive Intelligent Networked Terminal Devices. 5128-5138 2024 April 73 IEEE Trans. Veh. Technol. 4 https://doi.org/10.1109/TVT.2023.3334754 db/journals/tvt/tvt73.html#ChenMLYLSLZ24

Zigang Chen Optimal Power Flow in Renewable-Integrated Power Systems: A Comprehensive Review. 2024 abs/2408.05254 CoRR https://doi.org/10.48550/arXiv.2408.05254 db/journals/corr/corr2408.html#abs-2408-05254 streams/journals/corr

Zigang Chen Zhiquan Cheng Wenjun Luo Jin Ao Yuhong Liu 0003 Kai Sheng Long Chen 0022 FSMFA: Efficient firmware-secure multi-factor authentication protocol for IoT devices. 100685 2023 April 21 Internet Things https://doi.org/10.1016/j.iot.2023.100685 db/journals/iot/iot21.html#ChenCLALSC23

Zigang Chen Renjie Dai Zhenghao Liu Long Chen 0022 Yuhong Liu 0003 Kai Sheng An Interpretive Adversarial Attack Method: Attacking Softmax Gradient Layer-Wise Relevance Propagation Based on Cosine Similarity Constraint and TS-Invariant. 4623-4639 2023 55 Neural Process. Lett. 4 https://doi.org/10.1007/s11063-022-11056-5 db/journals/npl/npl55.html#ChenDLCLS23

Lei Ao Kaiyuan Feng Kai Sheng Hongyu Zhao 0007 Xin He Zigang Chen TPENAS: A Two-Phase Evolutionary Neural Architecture Search for Remote Sensing Image Classification. 2212 2023 April 15 Remote. Sens. 8 https://doi.org/10.3390/rs15082212 db/journals/remotesensing/remotesensing15.html#AoFSZHC23

Zigang Chen Jin Ao Wenjun Luo Zhiquan Cheng Yuhong Liu 0003 Kai Sheng Long Chen 0022 A dual-factor access authentication scheme for IoT terminal in 5G environments with network slice selection. 103247 2022 68 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2022.103247 db/journals/istr/istr68.html#ChenALCLSC22

Zigang Chen Yi Yan Ji Pan Haihua Zhu 0004 Cyclic shift-based MQIR image encryption scheme. 175 2022 21 Quantum Inf. Process. 5 https://doi.org/10.1007/s11128-022-03510-z https://www.wikidata.org/entity/Q114849346 db/journals/qip/qip21.html#ChenYPZ22

Zigang Chen Lixiang Li 0001 Haipeng Peng Yuhong Liu 0003 Haihua Zhu 0004 Yixian Yang Sparse General Non-Negative Matrix Factorization Based on Left Semi-Tensor Product. 81599-81611 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2924140 https://www.wikidata.org/entity/Q127653004 db/journals/access/access7.html#ChenLPLZY19

Zigang Chen Lixiang Li 0001 Haipeng Peng Yuhong Liu 0003 Yixian Yang Incremental general non-negative matrix factorization without dimension matching constraints. 344-352 2018 311 Neurocomputing https://doi.org/10.1016/j.neucom.2018.05.067 db/journals/ijon/ijon311.html#ChenLPLY18

Zigang Chen Lixiang Li 0001 Haipeng Peng Yuhong Liu 0003 Yixian Yang A Novel Digital Watermarking Based on General Non-Negative Matrix Factorization. 1973-1986 2018 20 IEEE Trans. Multim. 8 https://doi.org/10.1109/TMM.2018.2794985 db/journals/tmm/tmm20.html#ChenLPLY18

Zigang Chen Lixiang Li 0001 Haipeng Peng Yuhong Liu 0003 Haihua Zhu 0004 Yixian Yang An evaluation method of image scrambling degree based on pixel distribution. 33-38 2018 SocialSec https://doi.org/10.1109/SocialSec.2018.8760371 conf/socialsec/2018 db/conf/socialsec/socialsec2018.html#ChenLPLZY18 Jin Ao Lei Ao Long Chen 0022 Yu Cheng Zhiquan Cheng Renjie Dai Chaochao Fan Kaiyuan Feng Xin He Ruitao Jin Tao Leng Danlong Li Lixiang Li 0001 Xiaoyong Li Fan Liu Yingrong Liu Yuhong Liu 0003 Zhenghao Liu Wenjun Luo Qinyu Mu Ding Pan Ji Pan Haipeng Peng Xin Shao Kai Sheng Xiuli Song Xiangzhong Wang Zhangqi Wang Zhen Wang Qi Xiao Deyang Xie Yi Yan Xingchun Yang Yixian Yang Xiaoyin Yi Ning Yu 0007 Dongfeng Yuan Fuhai Zhang Hongwei Zhang Zhenjiang Zhang Hongyu Zhao 0007 Yuening Zhou Yunlong Zhou Chenfeng Zhu Haihua Zhu 0004