A Passive Network Storage Covert Channel for Internet of Things.

Zhiqiang Wang 0006 Beijing Electronic Science and Technology Institute, China Xidian University, State Key Laboratory of Integrated Services Networks, Xi'an China https://orcid.org/0000-0002-1789-8414 https://www.wikidata.org/entity/Q130910446 Zhiqiang Wang Zhiqiang Wang 0001 State Grid Shaanxi Electric Power Company Telematics, Xi'an, China Huazhong University of Science and Technology, Department of Electronics and Information Engineering, Wuhan, China Zhiqiang Wang 0002 Tianjin Polytechnic University, Tianjin Engineering Center of Electric Machine System Design and Control, China Tianjin University, School of Electrical Engineering and Automation, China https://orcid.org/0000-0002-0719-2047 Zhiqiang Wang 0003 王志强 South China University of Technology, School of Computer Science and Engineering, Guangzhou, China https://orcid.org/0000-0002-9508-7019 Zhiqiang Wang 0004 Dalian University of Technology, School of Management Science and Engineering, Liaoning, China https://orcid.org/0000-0001-5829-9517 Zhiqiang Wang 0005 Shanxi University, School of Computer and Information Technology, MOE Key Laboratory of Computational Intelligence and Chinese Information Processing, China https://orcid.org/0000-0002-9269-3988 Zhiqiang Wang 0007 Northeastern University, College of Information Science and Engineering, Shenyang, China https://orcid.org/0000-0003-1468-4653 Zhiqiang Wang 0008 Yanshan University, School of Electrical Engineering, Qinhuangdao, China https://orcid.org/0000-0003-4700-5549

Zexiao Zou Zhiqiang Wang 0006 Qianli Huang Baoxu Liu A Passive Network Storage Covert Channel for Internet of Things. 2026 may1 19600-19615 13 IEEE Internet Things J. 9 https://doi.org/10.1109/JIOT.2026.3663872 db/journals/iotj/iotj13.html#ZouWHL26 streams/journals/iotj

Zhiqiang Wang 0006 Junlai Luo Sen Teng Sicheng Yuan Detection and Interpretation of Malicious Network Traffic via a Novel 8-Channel Image Representation. ACISP (1) 2026 292-311 conf/acisp/2026-1 https://doi.org/10.1007/978-981-92-3012-9_12 db/conf/acisp/acisp2026-1.html#WangLTY26 streams/conf/acisp

Zhiqiang Wang 0006 Sicheng Yuan Ying Zhang Xudong Chen Zilong Xiao Research on Linux Kernel Fuzz Testing Technology Based on Generative Adversarial Networks. 1286-1301 2025 April 19 KSII Trans. Internet Inf. Syst. 4 https://doi.org/10.3837/tiis.2025.04.012 db/journals/itiis/itiis19.html#WangYZCX25 streams/journals/itiis

Zhiqiang Wang 0006 Qianli Huang Xinyue Yu Yongguang Gong An Adaptive Differential Privacy Method Based on Federated Learning. 2794-2814 2025 August 19 KSII Trans. Internet Inf. Syst. 8 https://doi.org/10.3837/tiis.2025.08.019 db/journals/itiis/itiis19.html#WangHYG25 streams/journals/itiis

Zhiqiang Wang 0006 Qianli Huang Kaixin Wang Junlai Luo Zhenguo Dong Multi-view Fake News Detection method based on graph neural network. 3130-3144 2025 September 19 KSII Trans. Internet Inf. Syst. 9 https://doi.org/10.3837/tiis.2025.09.016 db/journals/itiis/itiis19.html#WangHWLD25 streams/journals/itiis

Shuirong Cao Ruoxi Cheng Zhiqiang Wang 0006 AGR: Age Group fairness Reward for Bias Mitigation in LLMs. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890657 conf/icassp/2025 db/conf/icassp/icassp2025.html#CaoCW25 Ruoxi Cheng Yizhong Ding Shuirong Cao Shitong Shao Zhiqiang Wang 0006 USMID: A Unimodal Speaker-Level Membership Inference Detector for Contrastive Pretraining. 1-5 2025 ICASSP Workshops https://doi.org/10.1109/ICASSPW65056.2025.11011198 conf/icassp/2025w db/conf/icassp/icassp2025w.html#ChengDCSW25 Ruoxi Cheng Yizhong Ding Shuirong Cao Zhiqiang Wang 0006 Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining. 108-116 2025 ICMR https://doi.org/10.1145/3731715.3733349 conf/mir/2025 db/conf/mir/icmr2025.html#ChengDCW25

Zhiqiang Wang 0006 Xinyue Yu Haoyu Wang Peiyang Xue A federated learning scheme for hierarchical protection and multiple aggregation. 109240 2024 117 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2024.109240 db/journals/cee/cee117.html#WangYWX24 streams/journals/cee

Jianyi Zhang Fangjiao Zhang Qichao Jin Zhiqiang Wang 0006 Xiaodong Lin 0001 Xiali Hei 0001 XMAM:X-raying models with a matrix to reveal backdoor attacks for federated learning. 1154-1167 2024 10 Digit. Commun. Networks 4 https://doi.org/10.1016/j.dcan.2023.01.017 db/journals/dcan/dcan10.html#ZhangZJWLH24 streams/journals/dcan

Yang Li Zhiqiang Wang 0006 A Study of Delayed Competitive Influence Propagation Based on Shortest Path Calculation. 370 2024 July 15 Inf. 7 https://doi.org/10.3390/info15070370 db/journals/information/information15.html#LiW24a streams/journals/information

Zhiqiang Wang 0006 Sicheng Yuan Qiulong Yu Ying Chen Yuheng Lin DERGB: An Android Malware Adversarial Attack Technique Based on RGB Images. 290-308 2024 MobiQuitous https://doi.org/10.1007/978-3-032-10554-7_16 conf/mobiquitous/2024 db/conf/mobiquitous/mobiquitous2024.html#0006YYCL24 Yuyang Han Zilong Xiao Zhiqiang Wang 0006 Jianyi Zhang Privacy Policy Compliance in Miniapps: An Analytical Study. 11-17 2024 SaTS@CCS https://doi.org/10.1145/3689941.3695777 conf/sats/2024 db/conf/sats/sats2024.html#HanX0Z24 Qiulong Yu Zhiqiang Wang 0006 Lei Ju Sicheng Yuan Ying Zhang Android Malware Detection Technology Based on SC-ViT and Multi-Feature Fusion. 1105-1114 2024 TrustCom https://doi.org/10.1109/TrustCom63139.2024.00158 conf/trustcom/2024 db/conf/trustcom/trustcom2024.html#YuWJYZ24 Zhiqiang Wang 0006 Xinyue Yu Ziqing Tian A Federated Learning Scheme with Adaptive Hierarchical Protection and Multiple Aggregation. 2106-2114 2024 TrustCom https://doi.org/10.1109/TrustCom63139.2024.00292 conf/trustcom/2024 db/conf/trustcom/trustcom2024.html#WangYT24

Zhiqiang Wang 0006 Xinyue Yu Qianli Huang Yongguang Gong An Adaptive Differential Privacy Method Based on Federated Learning. 2024 abs/2408.08909 CoRR https://doi.org/10.48550/arXiv.2408.08909 db/journals/corr/corr2408.html#abs-2408-08909 streams/journals/corr

Zhiqiang Wang 0006 Qiulong Yu Sicheng Yuan Android Malware Detection Based on RGB Images and Multi-feature Fusion. 2024 abs/2408.16555 CoRR https://doi.org/10.48550/arXiv.2408.16555 db/journals/corr/corr2408.html#abs-2408-16555 streams/journals/corr

Ruoxi Cheng Yizhong Ding Shuirong Cao Shitong Shao Zhiqiang Wang 0006 A Unimodal Speaker-Level Membership Inference Detector for Contrastive Pretraining. 2024 abs/2410.18371 CoRR https://doi.org/10.48550/arXiv.2410.18371 db/journals/corr/corr2410.html#abs-2410-18371 streams/journals/corr

Jianyi Zhang Zhenkui Li Yudong Liu Zezheng Sun Zhiqiang Wang 0006 SAFTE: A self-injection based anti-fuzzing technique. 108980 2023 November 111 Comput. Electr. Eng. Part B https://doi.org/10.1016/j.compeleceng.2023.108980 db/journals/cee/cee111.html#ZhangLLSW23

Zhang Pan Qianli Huang Ziqing Tian Ying Liu Jiapeng Lou Yongguang Gong Zhiqiang Wang 0006 Deep Learning Based SQL Injection Attack Detection. 127-141 2023 IAIC (1) https://doi.org/10.1007/978-981-97-1277-9_10 db/conf/iaic/iaic2023-1.html#PanHTLLGW23 Zhiqiang Wang 0006 Zhuoyue Wang Ying Zhang An Android Malware Detection Method Based on Optimized Feature Extraction Using Graph Convolutional Network. 283-299 2023 ICDF2C (2) https://doi.org/10.1007/978-3-031-56583-0_19 conf/icdf2c/2023-2 db/conf/icdf2c/icdf2c2023-2.html#0006WZ23 Yuyang Han Xu Ji Zhiqiang Wang 0006 Jianyi Zhang Systematic Analysis of Security and Vulnerabilities in Miniapps. 1-9 2023 SaTS@CCS https://doi.org/10.1145/3605762.3624432 https://www.wikidata.org/entity/Q130910448 conf/sats/2023 db/conf/sats/sats2023.html#HanJWZ23 Zexiao Zou Yan Zhang Jin Chen Jianyi Zhang Zhiqiang Wang 0006 Lei Ju Ri Xu Be like a Chameleon: Protect Traffic Privacy with Mimicry. 1449-1454 2023 TrustCom https://doi.org/10.1109/TrustCom60117.2023.00198 conf/trustcom/2023 db/conf/trustcom/trustcom2023.html#ZouZCZWJX23

Yuyang Han Xu Ji Zhiqiang Wang 0006 Jianyi Zhang Systematic Analysis of Security and Vulnerabilities in Miniapps. 2023 abs/2311.11382 CoRR https://doi.org/10.48550/arXiv.2311.11382 db/journals/corr/corr2311.html#abs-2311-11382

Zhiqiang Wang 0006 Qian Liu 0029 Zhuoyue Wang Yaping Chi Deep Learning-Based Multi-Classification for Malware Detection in IoT. 2250297:1-2250297:24 2022 31 J. Circuits Syst. Comput. 17 https://doi.org/10.1142/S0218126622502978 https://www.wikidata.org/entity/Q114978540 db/journals/jcsc/jcsc31.html#WangLWC22

Yaping Chi Defan Xue Ziyan Yue Zhiqiang Wang 0006 Liang Jiaming Anomalous Network Traffic Detection Based on CK Sketch and Machine Learning. 225-243 2022 CSS https://doi.org/10.1007/978-3-031-18067-5_17 conf/css/2022 db/conf/css/css2022.html#ChiXYWJ22

Jianyi Zhang Fangjiao Zhang Qichao Jin Zhiqiang Wang 0006 Xiaodong Lin 0001 Xiali Hei 0001 XMAM: X-raying Models with A Matrix to Reveal Backdoor Attacks for Federated Learning. 2022 abs/2212.13675 CoRR https://doi.org/10.48550/arXiv.2212.13675 db/journals/corr/corr2212.html#abs-2212-13675

Zhiqiang Wang 0006 Xiaorui Ren Shuhao Li Bingyan Wang Jianyi Zhang Tao Yang 0034 A Malicious URL Detection Model Based on Convolutional Neural Network. 5518528:1-5518528:12 2021 2021 Secur. Commun. Networks https://doi.org/10.1155/2021/5518528 db/journals/scn/scn2021.html#WangRLWZY21

Zhiqiang Wang 0006 Yuheng Lin Zihan Zhuo Jieming Gu Tao Yang 0034 GNFCVulFinder: NDEF Vulnerability Discovering for NFC-Enabled Smart Mobile Devices Based on Fuzzing. 9946022:1-9946022:14 2021 2021 Secur. Commun. Networks https://doi.org/10.1155/2021/9946022 https://www.wikidata.org/entity/Q114255131 db/journals/scn/scn2021.html#WangLZGY21

Zhiqiang Wang 0006 Qian Liu 0029 Yaping Chi Review of Android Malware Detection Based on Deep Learning. 181102-181126 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3028370 db/journals/access/access8.html#WangLC20a

Zhiqiang Wang 0006 Gefei Li 0003 Yaping Chi Multi-classification of Android Applications Based on Convolutional Neural Networks. 27:1-27:5 2020 CSAE https://doi.org/10.1145/3424978.3425005 https://www.wikidata.org/entity/Q131024665 conf/csae/2020 db/conf/csae/csae2020.html#00060C20 Jianyi Zhang Pengju Li Zhili Xu Anqi Wang Jin Liu Zhiqiang Wang 0006 Gemini-Chain: A Regulatable Digital Currency Model based on Blockchain. 760-765 2020 INFOCOM Workshops https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9163025 conf/infocom/2020w db/conf/infocom/infocom2020w.html#ZhangLXWLW20 Zhiqiang Wang 0006 Pingchuan Ma 0004 Xiaoxiang Zou Jianyi Zhang Tao Yang 0034 Security of Medical Cyber-physical Systems: An Empirical Study on Imaging Devices. 997-1002 2020 INFOCOM Workshops https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9162769 conf/infocom/2020w db/conf/infocom/infocom2020w.html#00060ZZY20 Zhiqiang Wang 0006 Shuhao Li Bingyan Wang Xiaorui Ren Tao Yang 0034 A Malicious URL Detection Model Based on Convolutional Neural Network. 34-40 2020 SocialSec https://doi.org/10.1007/978-981-15-9031-3_3 conf/socialsec/2020 db/conf/socialsec/socialsec2020.html#0006LWRY20

Kejun Zhang Yu Liang Jianyi Zhang Zhiqiang Wang 0006 Xinxin Li No One Can Escape: A General Approach to Detect Tampered and Generated Image. 129494-129503 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2939812 db/journals/access/access7.html#ZhangLZWL19

Kejun Zhang Meng Jiao Xiaoming Chen Zhiqiang Wang 0006 Biao Liu Lei Liu SC-BiCapsNet: A Sentiment Classification Model Based on Bi-Channel Capsule Network. 171801-171813 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2953502 db/journals/access/access7.html#ZhangJCWLL19

Zhiqiang Wang 0006 Quanqi Li Yazhe Wang Biao Liu Jianyi Zhang Qixu Liu Medical Protocol Security: DICOM Vulnerability Mining Based on Fuzzing Technology. 2549-2551 2019 CCS https://doi.org/10.1145/3319535.3363253 https://www.wikidata.org/entity/Q130913346 conf/ccs/2019 db/conf/ccs/ccs2019.html#WangLWLZL19 Zhiqiang Wang 0006 Quanqi Li Qian Liu 0029 Biao Liu Jianyi Zhang Tao Yang 0034 Qixu Liu DICOM-Fuzzer: Research on DICOM Vulnerability Mining Based on Fuzzing Technology. 509-524 2019 ChinaCom (1) https://doi.org/10.1007/978-3-030-41114-5_38 conf/chinacom/2019-1 db/conf/chinacom/chinacom2019-1.html#WangLLLZYL19 Zhiqiang Wang 0006 Gefei Li 0003 Yaping Chi Jianyi Zhang Qixu Liu Tao Yang 0034 Wei Zhou Honeynet Construction Based on Intrusion Detection. 80:1-80:5 2019 CSAE https://doi.org/10.1145/3331453.3360983 conf/csae/2019 db/conf/csae/csae2019.html#Wang0CZLYZ19 Zhiqiang Wang 0006 Gefei Li 0003 Yaping Chi Jianyi Zhang Tao Yang 0034 Qixu Liu Android Malware Detection Based on Convolutional Neural Networks. 151:1-151:6 2019 CSAE https://doi.org/10.1145/3331453.3361306 conf/csae/2019 db/conf/csae/csae2019.html#Wang0CZYL19 Zhiqiang Wang 0006 Hongyu Dong Yaping Chi Jianyi Zhang Tao Yang 0034 Qixu Liu DGA and DNS Covert Channel Detection System based on Machine Learning. 156:1-156:5 2019 CSAE https://doi.org/10.1145/3331453.3361663 conf/csae/2019 db/conf/csae/csae2019.html#WangDCZYL19 Pingchuan Ma 0004 Zhiqiang Wang 0006 Xiali Hei 0001 Xiaoxiang Zou Jianyi Zhang Qixu Liu Xin Lyu Zihan Zhuo A Quantitative Approach for Medical Imaging Device Security Assessment. 5-6 2019 DSN (Supplements) https://doi.org/10.1109/DSN-S.2019.00008 conf/dsn/2019s db/conf/dsn/dsn2019s.html#0004WHZZLLZ19 Pingchuan Ma 0004 Zhiqiang Wang 0006 Le Zhang 0015 Ruming Wang Xiaoxiang Zou Tao Yang 0034 Differentially Private Reinforcement Learning. 668-683 2019 ICICS https://doi.org/10.1007/978-3-030-41579-2_39 conf/icics/2019 db/conf/icics/icics2019.html#MaWZWZY19

Zhiqiang Wang 0006 Pingchuan Ma 0004 Xiaoxiang Zou Tao Yang 0034 Security of Medical Cyber-physical Systems: An Empirical Study on Imaging Devices. 2019 abs/1904.00224 CoRR http://arxiv.org/abs/1904.00224 db/journals/corr/corr1904.html#abs-1904-00224

Jianyi Zhang Xiali Hei 0001 Zhiqiang Wang 0006 Typer vs. CAPTCHA: Private information based CAPTCHA to defend against crowdsourcing human cheating. 2019 abs/1904.12542 CoRR http://arxiv.org/abs/1904.12542 db/journals/corr/corr1904.html#abs-1904-12542

Xiaoming Chen Weiqing You Meng Jiao Kejun Zhang Shuang Qing Zhiqiang Wang 0006 A New Cryptosystem Based on Positive Braids. 2019 abs/1910.04346 CoRR http://arxiv.org/abs/1910.04346 db/journals/corr/corr1910.html#abs-1910-04346

Jianyi Zhang Chenggen Song Zhiqiang Wang 0006 Tao Yang 0034 Wenming Ma Efficient and Provable Security Searchable Asymmetric Encryption in the Cloud. 68384-68393 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2872743 https://www.wikidata.org/entity/Q122203114 db/journals/access/access6.html#ZhangSWYM18

Zhiqiang Wang 0006 Pingchuan Ma 0004 Yaping Chi Jianyi Zhang Medical Devices are at Risk: Information Security on Diagnostic Imaging System. 2309-2311 2018 CCS https://doi.org/10.1145/3243734.3278513 conf/ccs/2018 db/conf/ccs/ccs2018.html#Wang0CZ18 Zhiqiang Wang 0006 Yao Tang Jing Yao Rong Qian Zheng Zhang Pingchuan Ma 0004 Large-scale Malware Automatic Detection Based On Multiclass Features and Machine Learning. 174:1-174:5 2018 CSAE https://doi.org/10.1145/3207677.3277976 conf/csae/2018 db/conf/csae/csae2018.html#0006TYQZ018 Zhiqiang Wang 0006 Pingchuan Ma 0004 Ruming Wang Shichun Gao Xuying Zhao Tao Yang 0034 VulAware: Towards Massive-Scale Vulnerability Detection in Cyberspace. 144-149 2018 MLICOM https://doi.org/10.1007/978-3-030-00557-3_15 conf/mlicom/2018 db/conf/mlicom/mlicom2018.html#Wang0WGZY18 Xiaoming Chen Weiqing You Meng Jiao Kejun Zhang Shuang Qing Zhiqiang Wang 0006 A New Cryptosystem Based on Positive Braids. 1260-1264 2018 SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI https://doi.org/10.1109/SmartWorld.2018.00219 conf/uic/2018 db/conf/uic/uic2018.html#ChenYJZQW18

Zhejun Fang Qixu Liu Yuqing Zhang 0001 Kai Wang Zhiqiang Wang 0006 Qianru Wu A static technique for detecting input validation vulnerabilities in Android apps. 052111:1-052111:16 2017 60 Sci. China Inf. Sci. 5 https://doi.org/10.1007/s11432-015-5422-7 db/journals/chinaf/chinaf60.html#FangLZWWW17

Jianyi Zhang Yang Pan Zhiqiang Wang 0006 Biao Liu URL Based Gateway Side Phishing Detection Method. 268-275 2016 Trustcom/BigDataSE/ISPA https://doi.org/10.1109/TrustCom.2016.0073 conf/trustcom/2016 db/conf/trustcom/trustcom2016.html#ZhangPWL16 Zhejun Fang Qixu Liu Yuqing Zhang 0001 Kai Wang Zhiqiang Wang 0006 IVDroid: Static Detection for Input Validation Vulnerability in Android Inter-component Communication. 378-392 2015 ISPEC https://doi.org/10.1007/978-3-319-17533-1_26 conf/ispec/2015 db/conf/ispec/ispec2015.html#FangLZWW15

Zhiqiang Wang 0006 Yuqing Zhang 0001 Qixu Liu RPFuzzer: A Framework for Discovering Router Protocols Vulnerabilities Based on Fuzzing. 1989-2009 2013 7 KSII Trans. Internet Inf. Syst. 8 https://doi.org/10.3837/tiis.2013.08.014 db/journals/itiis/itiis7.html#WangZL13

Zhiqiang Wang 0006 Yuqing Zhang 0001 Qixu Liu A research on vulnerability discovering for router protocols based on fuzzing. 245-250 2012 CHINACOM https://doi.org/10.1109/ChinaCom.2012.6417484 conf/chinacom/2012 db/conf/chinacom/chinacom2012.html#WangZL12 Shuirong Cao Jin Chen Xiaoming Chen Xudong Chen Ying Chen Ruoxi Cheng Yaping Chi Yizhong Ding Hongyu Dong Zhenguo Dong Zhejun Fang Shichun Gao Yongguang Gong Jieming Gu Yuyang Han Xiali Hei 0001 Qianli Huang Xu Ji Liang Jiaming Meng Jiao Qichao Jin Lei Ju Gefei Li 0003 Pengju Li Quanqi Li Shuhao Li Xinxin Li Yang Li Zhenkui Li Yu Liang Xiaodong Lin 0001 Yuheng Lin Baoxu Liu Biao Liu Jin Liu Lei Liu Qian Liu 0029 Qixu Liu Ying Liu Yudong Liu Jiapeng Lou Junlai Luo Xin Lyu Pingchuan Ma 0004 Wenming Ma Yang Pan Zhang Pan Rong Qian Shuang Qing Xiaorui Ren Shitong Shao Chenggen Song Zezheng Sun Yao Tang Sen Teng Ziqing Tian Anqi Wang Bingyan Wang Haoyu Wang Kai Wang Kaixin Wang Ruming Wang Yazhe Wang Zhuoyue Wang Qianru Wu Zilong Xiao Ri Xu Zhili Xu Defan Xue Peiyang Xue Tao Yang 0034 Jing Yao Weiqing You Qiulong Yu Xinyue Yu Sicheng Yuan Ziyan Yue Fangjiao Zhang Jianyi Zhang Kejun Zhang Le Zhang 0015 Yan Zhang Ying Zhang Yuqing Zhang 0001 Zheng Zhang Xuying Zhao Wei Zhou Zihan Zhuo Xiaoxiang Zou Zexiao Zou