Privacy-Preserving Targeted Mobile Advertising: Formal Models and Analysis. - Yang Liu 039; Andrew Simpson 001 (DPM/QASA@ESORICS, 2016)

Privacy-preserving targeted mobile advertising: requirements, design and a prototype implementation. - Yang Liu 039; Andrew Simpson 001 (Softw. Pract. Exp., 2016)

AdSelector: A Privacy-Preserving Advertisement Selection Mechanism for Mobile Devices. - Yang Liu 039; Andrew Simpson 001 (Comput. J., 2017)

Privacy-preserving targeted advertising for mobile devices. - Yang Liu 039 (2017)

A high-performance virtual machine filesystem monitor in cloud-assisted cognitive IoT. - Dongyang Zhan; Lin Ye; Hongli Zhang 001; Binxing Fang; Huhua Li; Yang Liu 039; Xiaojiang Du; Mohsen Guizani (Future Gener. Comput. Syst., 2018)

On the Trade-Off Between Privacy and Utility in Mobile Services: A Qualitative Study. - Yang Liu 039; Andrew Simpson 001 (CyberICPS/SECPRE/SPOSE/ADIoT@ESORICS, 2019)

Structural-Based Graph Publishing Under Differential Privacy. - Yiping Yin; Qing Liao 001; Yang Liu 039; Ruifeng Xu 001 (ICCC, 2019)

Solving Six-Player Games via Online Situation Estimation. - Huale Li; Xuan Wang 002; Shuhan Qi; Yang Liu 039; Haojie Wang; Fengwei Jia; Jiajia Zhang 001 (ICTAI, 2019)

PRTransE: Emphasize More Important Facts Based on Pagerank for Knowledge Graph Completion. - Zhongwen Li; Bin Zhang; Yang Liu 039; Qing Liao 001 (ICCC, 2020)

A Privacy-Preserving Friend Recommendation Mechanism for Online Social Networks. - Fukang Liu; Guorui Wu; Yang Liu 039 (ICCSP, 2020)

Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity. - Zhenbo Hu; Xiangyu Zou; Wen Xia; Sian Jin; Dingwen Tao; Yang Liu 039; Weizhe Zhang; Zheng Zhang 006 (ICPP, 2020)

Solving imperfect-information games via exponential counterfactual regret minimization. - Huale Li; Xuan Wang 002; Shuhan Qi; Jiajia Zhang 001; Yang Liu 039; Fengwei Jia (CoRR, 2020)

Secure Neural Network in Federated Learning with Model Aggregation under Multiple Keys. - Zoe Lin Jiang; Hui Guo; Yijian Pan; Yang Liu 039; Xuan Wang 002; Jun Zhang 049 (CSCloud/EdgeCom, 2021)

FedDeepFM: Ad CTR prediction based on Federated Factorization Machine. - Chenjia Yu; Shuhan Qi; Yang Liu 039 (DSC, 2021)

HFL-DP: Hierarchical Federated Learning with Differential Privacy. - Lu Shi; Jiangang Shu; Weizhe Zhang; Yang Liu 039 (GLOBECOM, 2021)

FedSP: Federated Speaker Verification with Personal Privacy Preservation. - Yangqian Wang; Yuanfeng Song; Di Jiang; Ye Ding 002; Xuan Wang 002; Yang Liu 039; Qing Liao 001 (ICA3PP (3), 2021)

A Blockchain-based Privacy-Preserving Recommendation Mechanism. - Liangjie Lin; Yuchen Tian; Yang Liu 039 (CSP, 2021)

Detecting Android Malware Based on Dynamic Feature Sequence and Attention Mechanism. - Hanlin Long; Zhicheng Tian; Yang Liu 039 (CSP, 2021)

RR-LADP: A Privacy-Enhanced Federated Learning Scheme for Internet of Everything. - Zerui Li; Yuchen Tian; Weizhe Zhang; Qing Liao 001; Yang Liu 039; Xiaojiang Du; Mohsen Guizani (IEEE Consumer Electron. Mag., 2021)

Providing Cache Consistency Guarantee for ICN-Based IoT Based on Push Mechanism. - Weihong Yang; Yang Qin 001; Zhangchengzhe Yi; Xuan Wang 002; Yang Liu 039 (IEEE Commun. Lett., 2021)

An Evolutionary Study of IoT Malware. - Huanran Wang; Weizhe Zhang; Hui He; Peng Liu 005; Daniel Xiapu Luo; Yang Liu 039; Jiawei Jiang; Yan Li 075; Xing Zhang; Wenmao Liu; Runzi Zhang; Xing Lan (IEEE Internet Things J., 2021)

A Blockchain-based Electricity Retail Contracts Management System. - Rui Zhou; Kangan Shu; Dejun Xiang; Hang Sun; Yang Liu 039 (BIOTC, 2022)

A Lightweight Advertisement Ecosystem Simulation Platform for Security Analysis. - Chenjia Yu; Mehdi Gheisari; Yang Liu 039 (CSP, 2022)

PyHENet: A Generic Framework for Privacy-Preserving DL Inference Based on Fully Homomorphic Encryption. - Qian Chen 028; Lin Yao 004; Yulin Wu 001; Xuan Wang 002; Weizhe Zhang; Zoe Lin Jiang; Yang Liu 039; Mamoun Alazab (ICDIS, 2022)

A Robust Watermarking Method For Image Processing Models. - Minghua Hou; Linlin Tang; Shuhan Qi; Yang Liu 039 (ICDIS, 2022)

Local Energy Trading Platform Based on Privacy-Preserving Blockchain with Linkable Ring Signature. - Zoe Lin Jiang; Yijian Pan; Maoshun Fan; Lin Yao 004; Yang Liu 039; Yulin Wu 001; Siu-Ming Yiu; Xuan Wang 002; Junbin Fang (ICDIS, 2022)

CFDMA: A Novel Click Fraud Detection Method in Mobile Advertising. - Yanglin Liu; Yang Liu 039; Mehdi Gheisari (ICDIS, 2022)

Robust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning. - Shaopeng Fu; Fengxiang He; Yang Liu 039; Li Shen 008; Dacheng Tao (ICLR, 2022)

An efficient cluster head selection for wireless sensor network-based smart agriculture systems. - Mehdi Gheisari; Mahdi Safaei Yaraziz; Jafar Ahmad Abed Alzubi; Christian Fernández-Campusano; Mohammad Reza Feylizadeh; Saied Pirasteh; Aaqif Afzaal Abbasi; Yang Liu 039; Cheng-Chi Lee (Comput. Electron. Agric., 2022)

Adversarial malware sample generation method based on the prototype of deep learning detector. - Yanchen Qiao; Weizhe Zhang; Zhicheng Tian; Laurence T. Yang; Yang Liu 039; Mamoun Alazab (Comput. Secur., 2022)

Robust Unlearnable Examples: Protecting Data Against Adversarial Learning. - Shaopeng Fu; Fengxiang He; Yang Liu 039; Li Shen 008; Dacheng Tao (CoRR, 2022)

An IoT and machine learning-based routing protocol for reconfigurable engineering application. - Yuvaraj Natarajan 001; Kannan Srihari; Gaurav Dhiman; Selvaraj Chandragandhi; Mehdi Gheisari; Yang Liu 039; Cheng-Chi Lee; Krishna Kant Singh; Kusum Yadav; Hadeel Fahad Alharbi (IET Commun., 2022)

3D face recognition algorithm based on nose tip contour and radial curve. - Linlin Tang; Zhangyan Li; Yang Liu 039; Shuhan Qi; Jiajia Zhang 001; Jiancheng Pan; Shuaijie Shi (Multim. Tools Appl., 2022)

Simulation Method for Blockchain Systems with a Public Chain. - Yang Liu 039; Yuxi Zhang; Zhiyuan Lin; Zhaoguo Wang; Xuan Wang 002 (Sensors, 2022)

Collaborative Detection of Community Structure in Multiple Private Networks. - Wenjian Luo; Binyao Duan; Li Ni; Yang Liu 039 (IEEE Trans. Comput. Soc. Syst., 2022)

User-Centric Federated Matrix Factorization Based on Differential Privacy. - Yang Liu 039; Wanyin Xu; Jiaxin Lai; Jiabo Wang (IEEE Internet Comput., 2023)

PPDMIT: a lightweight architecture for privacy-preserving data aggregation in the Internet of Things. - Mehdi Gheisari; Amir Javadpour 001; Jiechao Gao; Aaqif Afzaal Abbasi; Quoc-Viet Pham; Yang Liu 039 (J. Ambient Intell. Humaniz. Comput., 2023)

Kdb-D2CFR: Solving Multiplayer imperfect-information games with knowledge distillation-based DeepCFR. - Huale Li; Zengyue Guo; Yang Liu 039; Xuan Wang 002; Shuhan Qi; Jiajia Zhang 001; Jing Xiao 006 (Knowl. Based Syst., 2023)

A Generic Cryptographic Deep-Learning Inference Platform for Remote Sensing Scenes. - Qian Chen 028; Yulin Wu 001; Xuan Wang 002; Zoe Lin Jiang; Weizhe Zhang; Yang Liu 039; Mamoun Alazab (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

PSPGO: Cross-Species Heterogeneous Network Propagation for Protein Function Prediction. - Kaitao Wu; Lexiang Wang; Bo Liu 023; Yang Liu 039; Yadong Wang 001; Junyi Li (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Adversarial ELF Malware Detection Method Using Model Interpretation. - Yanchen Qiao; Weizhe Zhang; Zhicheng Tian; Laurence T. Yang; Yang Liu 039; Mamoun Alazab (IEEE Trans. Ind. Informatics, 2023)

Dynamic Contrastive Distillation for Image-Text Retrieval. - Jun Rao; Liang Ding 006; Shuhan Qi; Meng Fang; Yang Liu 039; Li Shen 008; Dacheng Tao (IEEE Trans. Multim., 2023)

SLGNN: synthetic lethality prediction in human cancers based on factor-aware knowledge graph neural network. - Yan Zhu; Yuhuan Zhou; Yang Liu 039; Xuan Wang 002; Junyi Li (Bioinform., 2023)

ShrewdAttack: Low Cost High Accuracy Model Extraction. - Yang Liu 039; Ji Luo; Yi Yang; Xuan Wang 002; Mehdi Gheisari; Feng Luo (Entropy, 2023)

Defending Against Data Poisoning Attacks: From Distributed Learning to Federated Learning. - Yuchen Tian; Weizhe Zhang; Andrew Simpson 001; Yang Liu 039; Zoe Lin Jiang (Comput. J., 2023)

Recent trends towards privacy-preservation in Internet of Things, its challenges and future directions. - Mahdi Safaei Yaraziz; Ahmad Jalili; Mehdi Gheisari; Yang Liu 039 (IET Circuits Devices Syst., 2023)

A near-optimal & load balanced resilient system design for high-performance computing platform. - Nilayam Kumar Kamila; Subhendu Kumar Pani; Rashmi Das; P. K. Bharti; Hamid Esmaeili Najafabadi; Mehdi Gheisari; Yang Liu 039 (Clust. Comput., 2023)

An intelligent sustainable efficient transmission internet protocol to switch between User Datagram Protocol and Transmission Control Protocol in IoT computing. - Shadi Mahmoodi Khaniabadi; Amir Javadpour 001; Mehdi Gheisari; Weizhe Zhang; Yang Liu 039; Arun Kumar Sangaiah (Expert Syst. J. Knowl. Eng., 2023)

SVScanner: Detecting smart contract vulnerabilities via deep semantic extraction. - Hengyan Zhang; Weizhe Zhang; Yuming Feng; Yang Liu 039 (J. Inf. Secur. Appl., 2023)

Evolutionary Multilabel Adversarial Examples: An Effective Black-Box Attack. - Linghao Kong; Wenjian Luo; Hongwei Zhang; Yang Liu 039; Yuhui Shi 001 (IEEE Trans. Artif. Intell., 2023)

Automatic IoT device identification: a deep learning based approach using graphic traffic characteristics. - Shujun Yin; Weizhe Zhang; Yuming Feng; Yang Xiang; Yang Liu 039 (Telecommun. Syst., 2023)

A novel buffering fault-tolerance approach for network on chip (NoC). - Nima Jafarzadeh; Ahmad Jalili; Jafar Ahmad Abed Alzubi; Khosro Rezaee; Yang Liu 039; Mehdi Gheisari; Bahram Sadeghi Bigham; Amir Javadpour 001 (IET Circuits Devices Syst., 2023)

A blockchain-based privacy-preserving advertising attribution architecture: Requirements, design, and a prototype implementation. - Yang Liu 039; Liangjie Lin; Lin Jiang; Weizhe Zhang; Xuan Wang 002; Mehdi Gheisari; Tao Gong; Chao Gao; Hamid Esmaeili Najafabadi (Softw. Pract. Exp., 2023)

Deep learning: Applications, architectures, models, tools, and frameworks: A comprehensive survey. - Mehdi Gheisari; Fereshteh Ebrahimzadeh; Mohamadtaghi Rahimi; Mahdieh Moazzamigodarzi; Yang Liu 039; Pijush Kanti Dutta Pramanik; Mohammad Ali Heravi; Abolfazl Mehbodniya; Mustafa Ghaderzadeh; Mohammad Reza Feylizadeh; Saeed Kosari (CAAI Trans. Intell. Technol., 2023)

Privacy-Preserving Techniques in Cloud/Fog and Internet of Things. - Cheng-Chi Lee; Mehdi Gheisari; Mohammad Javad Shayegan; Milad Taleby Ahvanooey; Yang Liu 039 (Cryptogr., 2023)

Elliptic curve cryptographic image encryption using Henon map and Hopfield chaotic neural network. - Priyansi Parida; Chittaranjan Pradhan; Jafar Ahmad Abed Alzubi; Amir Javadpour 001; Mehdi Gheisari; Yang Liu 039; Cheng-Chi Lee (Multim. Tools Appl., 2023)

Listening to Users' Voice: Automatic Summarization of Helpful App Reviews. - Cuiyun Gao 001; Yaoxian Li; Shuhan Qi; Yang Liu 039; Xuan Wang 002; Zibin Zheng; Qing Liao 001 (IEEE Trans. Reliab., 2023)

Exploring a Mesh-Hub-Based Wireless Sensor Network for Smart Home Electrical Monitoring. - Payam Porkar Rezaeiye; Kazem Razeghinia; Jafar Ahmad Abed Alzubi; Mehdi Gheisari; Amir Javadpour 001; Seyed Mojtaba Hosseini Bamakan; Christian Fernández-Campusano; Yang Liu 039 (Wirel. Pers. Commun., 2023)

CAPPAD: a privacy-preservation solution for autonomous vehicles using SDN, differential privacy and data aggregation. - Mehdi Gheisari; Wazir Zada Khan; Hamid Esmaeili Najafabadi; Gavin McArdle; Hamidreza Rabiei-Dastjerdi; Yang Liu 039; Christian Fernández-Campusano; Hemn Barzan Abdalla (Appl. Intell., 2024)

Privacy-Preserving Recommendation Based on a Shuffled Federated Graph Neural Network. - Qinbo Liu; Lichen Yang; Yang Liu 039; Jiaqi Deng; Guorui Wu (IEEE Internet Comput., 2024)

RPSC: Regulatable Privacy-Preserving Smart Contracts on Account-Based Blockchain. - Zoe L. Jiang; Min Xie; Hanlin Chen; Yijian Pan; Jiazhuo Lyu; Man Ho Au; Junbin Fang; Yang Liu 039; Xuan Wang 002 (IEEE Trans. Netw. Sci. Eng., 2024)

APCSMA: Adaptive Personalized Client-Selection and Model-Aggregation Algorithm for Federated Learning in Edge Computing Scenarios. - Xueting Ma; Guorui Ma; Yang Liu 039; Shuhan Qi (Entropy, 2024)

An efficient computer-aided diagnosis model for classifying melanoma cancer using fuzzy-ID3-pvalue decision tree algorithm. - Hamidreza Rokhsati; Khosro Rezaee; Aaqif Afzaal Abbasi; Samir Brahim Belhaouari; Jana Shafi; Yang Liu 039; Mehdi Gheisari; Ali Akbar Movassagh; Saeed Kosari (Multim. Tools Appl., 2024)

LPIA: Label Preference Inference Attack Against Federated Graph Learning. - Jiaxue Bai; Lu Shi; Yang Liu 039; Weizhe Zhang (ACISP (3), 2025)