Shanshan Tu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 84

Top Topics

Reinforcement Learning

Resource Allocation

Optimization Algorithm

Top Venues

IEEE Trans. Veh. Technol.

Comput. Networks

Publications

Jiangjiang Zhang, Zhenhu Ning, Raja Hashim Ali, Muhammad Waqas, Shanshan Tu, Iftekhar Ahmad
A Many-Objective Ensemble Optimization Algorithm for the Edge Cloud Resource Scheduling Problem. IEEE Trans. Mob. Comput. 23 (2) (2024)
Akhtar Badshah, Ghulam Abbas, Muhammad Waqas, Shanshan Tu, Ziaul Haq Abbas, Fazal Muhammad, Sheng Chen
USAF-IoD: Ultralightweight and Secure Authenticated Key Agreement Framework for Internet of Drones Environment. IEEE Trans. Veh. Technol. 73 (8) (2024)
Shanshan Tu, Akhtar Badshah, Hisham Alasmary, Muhammad Waqas
EAKE-WC: Efficient and Anonymous Authenticated Key Exchange Scheme for Wearable Computing. IEEE Trans. Mob. Comput. 23 (5) (2024)
Jiangjiang Zhang, Zhenhu Ning, Muhammad Waqas, Hisham Alasmary, Shanshan Tu, Sheng Chen
Hybrid Edge-Cloud Collaborator Resource Scheduling Approach Based on Deep Reinforcement Learning and Multiobjective Optimization. IEEE Trans. Computers 73 (1) (2024)
Madiha Tahir, Zahid Halim, Muhammad Waqas, Komal Nain Sukhia, Shanshan Tu
Emotion detection using convolutional neural network and long short-term memory: a deep multimodal framework. Multim. Tools Appl. 83 (18) (2024)
Muhammad Dawood, Chunagbai Xiao, Shanshan Tu, Faiz Abdullah A Alotaibi, Mrim M. Alnfiai, Muhammad Farhan
Intelligent model for the detection and classification of encrypted network traffic in cloud infrastructure. PeerJ Comput. Sci. 10 (2024)
Chao Fang, Zhaoming Hu, Xiangheng Meng, Shanshan Tu, Zhuwei Wang, Deze Zeng, Wei Ni, Song Guo, Zhu Han
DRL-Driven Joint Task Offloading and Resource Allocation for Energy-Efficient Content Delivery in Cloud-Edge Cooperation Networks. IEEE Trans. Veh. Technol. 72 (12) (2023)
Shanshan Tu, Muhammad Ayaz, Abdullah Arshad, Usman Iftikhar, Youseuf Harrath, Muhammad Waqas
Cloud-based Smart Parking System using Internet of Things. IWCMC (2023)
Jiangjiang Zhang, Bei Gong, Muhammad Waqas, Shanshan Tu, Sheng Chen
Many-Objective Optimization Based Intrusion Detection for in-Vehicle Network Security. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Wei Zou, Shanshan Tu, Zhenhu Ning, Jiawei Xu, Shuaikun Xing, Xue Liao
An improved particle swarm optimization algorithm for P300 Neural network recognizer. ICCNS (2023)
Haining Tan, Tao Ye, Sadaqat ur Rehman, Obaid Ur Rehman, Shanshan Tu, Jawad Ahmad
A novel routing optimization strategy based on reinforcement learning in perception layer networks. Comput. Networks 237 (2023)
Bei Gong, Guiping Zheng, Muhammad Waqas, Shanshan Tu, Sheng Chen
LCDMA: Lightweight Cross-Domain Mutual Identity Authentication Scheme for Internet of Things. IEEE Internet Things J. 10 (14) (2023)
Mao Wang, Shanshan Tu, Haoyu Yu, Peihe Yan
Anonymous Authentication Scheme with Zero-Knowledge Proof Based on Private Blockchain. ICCNS (2023)
Suleman Munawar, Zaiwar Ali, Muhammad Waqas, Shanshan Tu, Syed Ali Hassan, Ghulam Abbas
Cooperative Computational Offloading in Mobile Edge Computing for Vehicles: A Model-Based DNN Approach. IEEE Trans. Veh. Technol. 72 (3) (2023)
Muhammad Dawood, Shanshan Tu, Chuangbai Xiao, Hisham Alasmary, Muhammad Waqas, Sadaqat ur Rehman
Cyberattacks and Security of Cloud Computing: A Complete Guideline. Symmetry 15 (11) (2023)
Quswar Abid, Ghulam Abbas, Zaiwar Ali, Ziaul Haq Abbas, Shanshan Tu, Youssef Harrath, Muhammad Waqas
Distance Vector and Prominent Reliable Path Selection based Stochastic Routing in Distributed Internet of Things. IWCMC (2023)
Shanshan Tu, Muhammad Waqas, Akhtar Badshah, Mingxi Yin, Ghulam Abbas
Network Intrusion Detection System (NIDS) Based on Pseudo-Siamese Stacked Autoencoders in Fog Computing. IEEE Trans. Serv. Comput. 16 (6) (2023)
Shanshan Tu, Wenlong Li, Xin Ai, Hongchen Li, Qingqing Yue, Sadaqat ur Rehman
A Hybrid Deep Learning Model for Breast Cancer Detection and Classification. ICCNS (2023)
Jiangjiang Zhang, Bei Gong, Muhammad Waqas, Shanshan Tu, Zhu Han
A Hybrid Many-Objective Optimization Algorithm for Task Offloading and Resource Allocation in Multi-Server Mobile Edge Computing Networks. IEEE Trans. Serv. Comput. 16 (5) (2023)
Xin Ai, Qingqing Yue, Hongchen Li, Wenlong Li, Shanshan Tu, Sadaqat ur Rehman
Physical Layer Authentication Based on Transformer. ICCNS (2023)
Madiha Tahir, Zahid Halim, Muhammad Waqas, Shanshan Tu
On the Effect of Emotion Identification from Limited Translated Text Samples Using Computational Intelligence. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Peihe Yan, Shanshan Tu, Mao Wang
Multi-User Identity Authentication in Wireless Communication Based on Deep Learning and Data Augmentation. ICCNS (2023)
Muhammad Waqas, Shanshan Tu, Jialin Wan, Talha Mir, Hisham Alasmary, Ghulam Abbas
Defense scheme against advanced persistent threats in mobile fog computing security. Comput. Networks 221 (2023)
Mingxiu Li, Shanshan Tu, Sadaqat ur Rehman
Facial Expression Recognition from Occluded Images Using Deep Convolution Neural Network with Vision Transformer. ICIG (2) (2023)
Shanshan Tu, Haoyu Yu, Akhtar Badshah, Muhammad Waqas, Zahid Halim, Iftekhar Ahmad
Secure Internet of Vehicles (IoV) With Decentralized Consensus Blockchain Mechanism. IEEE Trans. Veh. Technol. 72 (9) (2023)
Pengge Chen, Fenhua Bai, Tao Shen, Bei Gong, Lei Zhang, Lin Huang, Zhengyuan An, Talha Mir, Shanshan Tu, Muhammad Waqas
SCCA: A slicing-and coding-based consensus algorithm for optimizing storage in blockchain-based IoT data sharing. Peer-to-Peer Netw. Appl. 15 (4) (2022)
Said Bakhshad, Vasaki Ponnusamy, Robithoh Annur, Muhammad Waqas, Hisham Alasmary, Shanshan Tu
Deep Reinforcement Learning based Intrusion Detection System with Feature Selections Method and Optimal Hyper-parameter in IoT Environment. CITS (2022)
Chao Fang, Hang Xu, Yihui Yang, Zhaoming Hu, Shanshan Tu, Kaoru Ota, Zheng Yang, Mianxiong Dong, Zhu Han, F. Richard Yu, Yunjie Liu
Deep-Reinforcement-Learning-Based Resource Allocation for Content Distribution in Fog Radio Access Networks. IEEE Internet Things J. 9 (18) (2022)
Zeeshan Shaukat, Qurat ul Ain Farooq, Shanshan Tu, Chuangbai Xiao, Saqib Ali
A state-of-the-art technique to perform cloud-based semantic segmentation using deep learning 3D U-Net architecture. BMC Bioinform. 23 (1) (2022)
Bei Gong, Zhenhu Ning, Yi Zhu, Shanshan Tu
Character-level domain name generation algorithm based on ED-GAN. ICSCA (2022)
Yihe Zhang, Shanshan Tu, Muhammad Waqas, Yongjie Yang, Aiming Wu, Xuetao Bai
Resource Allocation for Blockchain-Enabled Fog Computing with Deep Reinforcement Learning. ICCNS (2022)
Shanshan Tu, Fengming Huang, Shengju Zhang, Akhtar Badshah, Hisham Alasmary, Muhammad Waqas
Ciphertext-Policy Attribute-based Encryption for Securing IoT Devices in Fog Computing. CITS (2022)
Talha Mir, Muhammad Waqas, Shanshan Tu, Chao Fang, Wei Ni, Richard MacKenzie, Xuan Xue, Zhu Han
Relay Hybrid Precoding in UAV-Assisted Wideband Millimeter-Wave Massive MIMO System. IEEE Trans. Wirel. Commun. 21 (9) (2022)
Akhtar Badshah, Muhammad Waqas, Shanshan Tu, Ghulam Abbas
Enhancing Security in The Internet of Things Ecosystem using Reinforcement Learning and Blockchain. IWCMC (2022)
Bei Gong, Zhenhu Ning, Wenjing Li, Shanshan Tu
Consensus Algorithm Based on Subject Credit. ICSCA (2022)
Xiaoping Wang, Shanshan Tu, Wei Zhao, Chengjie Shi
A novel energy-based online sequential extreme learning machine to detect anomalies over real-time data streams. Neural Comput. Appl. 34 (2) (2022)
Gaoxu Xu, Yin Liang, Shanshan Tu, Sadaqat ur Rehman
A Spatial-Temporal Integration Analysis to Classify Dynamic Functional Connectivity for Brain Disease Diagnosis. ICAIS (1) (2022)
Shanshan Tu, Muhammad Waqas, Sadaqat ur Rehman, Talha Mir, Zahid Halim, Iftekhar Ahmad
Social Phenomena and Fog Computing Networks: A Novel Perspective for Future Networks. IEEE Trans. Comput. Soc. Syst. 9 (1) (2022)
Bei Gong, Zhenhu Ning, Junmiao Liang, Shanshan Tu
Fast identification method of malicious code based on extreme learning machine. ICSCA (2022)
Mansoor Khan, Shanshan Tu, Ghulam Abbas, Ziaul Haq Abbas, Hisham Alasmary, Muhammad Waqas
A Reliable and Stable V2V Routing Scheme for Warning Message Dissemination in VANETs using Bi-Directional Clustering. ICCNS (2022)
Osama Saleem, Suleman Munawar, Shanshan Tu, Zaiwar Ali, Muhammad Waqas, Ghulam Abbas
Intelligent Task Offloading for Smart Devices in Mobile Edge Computing. IWCMC (2022)
Muhammad Waqas, Shanshan Tu, Zahid Halim, Sadaqat ur Rehman, Ghulam Abbas, Ziaul Haq Abbas
The role of artificial intelligence and machine learning in wireless networks security: principle, practice and challenges. Artif. Intell. Rev. 55 (7) (2022)
Aiming Wu, Shanshan Tu, Junwei Liu, Yihe Zhang, Yongjie Yang, Xuetao Bai
Detection Scheme of Impersonation Attack Based on Sarsa(Lambda) Algorithm in Fog Computing. ICCNS (2022)
Jin Peng, Zhenhu Ning, Shanshan Tu
Trusted connection architecture of electric IoT. ICSCA (2022)
Xuetao Bai, Shanshan Tu, Haishuang Yan, Yongjie Yang, Aiming Wu, Yihe Zhang
SPoW: A solution to the problem of centralization of computing power. ICCNS (2022)
Shisong Yang, Yuwen Chen, Shanshan Tu, Zhen Yang
A Post-quantum Secure Aggregation for Federated Learning. ICCNS (2022)
Haoyu Yu, Shanshan Tu, Yihe Zhang
Decentralized Consensus Blockchain-Based Authentication Algorithm Using in Secure Internet of Vehicles. ICCNS (2022)
Madiha Tahir, Zahid Halim, Atta Ur Rahman, Muhammad Waqas, Shanshan Tu, Sheng Chen, Zhu Han
Non-Acted Text and Keystrokes Database and Learning Methods to Recognize Emotions. ACM Trans. Multim. Comput. Commun. Appl. 18 (2) (2022)
Haiyang Yu, Zhen Yang, Shanshan Tu, Muhammad Waqas, Huan Liu
Blockchain-Based Offline Auditing for the Cloud in Vehicular Networks. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Yihe Zhang, Shanshan Tu, Shengju Zhang, Yongjie Yang, Aiming Wu, Xuetao Bai
Performance Optimization Blockchain-Enabled Fog Computing with Deep Reinforcement Learning. ICCNS (2022)
Xuetao Bai, Shanshan Tu, Muhammad Waqas, Aiming Wu, Yihe Zhang, Yongjie Yang
Blockchain Enable IoT Using Deep Reinforcement Learning: A Novel Architecture to Ensure Security of Data Sharing and Storage. ICAIS (3) (2022)
Yongjie Yang, Shanshan Tu, Haishuang Yan, Yihe Zhang, Aiming Wu, Xuetao Bai
Deep Reinforcement Learning-Based Computation Offloading for Anti-jamming in Fog Computing Networks. ICCNS (2022)
Ting Zhang, Muhammad Waqas, Zhaoying Liu, Shanshan Tu, Zahid Halim, Sadaqat ur Rehman, Yujian Li, Zhu Han
A fusing framework of shortcut convolutional neural networks. Inf. Sci. 579 (2021)
Sami Ullah, Ghulam Abbas, Muhammad Waqas, Ziaul Haq Abbas, Shanshan Tu, Ibrahim A. Hameed
EEMDS: An Effective Emergency Message Dissemination Scheme for Urban VANETs. Sensors 21 (5) (2021)
Zahid Halim, Raja Usman Ahmed Khan, Muhammad Waqas, Shanshan Tu
Utilizing 3D joints data extracted through depth camera to train classifiers for identifying suicide bomber. Expert Syst. Appl. 179 (2021)
Haiyang Yu, Zhen Yang, Muhammad Waqas, Shanshan Tu, Zhu Han, Zahid Halim, Richard O. Sinnott, Udaya Parampalli
Efficient dynamic multi-replica auditing for the cloud with geographic location. Future Gener. Comput. Syst. 125 (2021)
Shanshan Tu, Sadaqat ur Rehman, Muhammad Waqas, Obaid Ur Rehman, Zubair Shah, Zhongliang Yang, Anis Koubaa
ModPSO-CNN: an evolutionary convolution neural network with application to visual recognition. Soft Comput. 25 (3) (2021)
Shanshan Tu, Muhammad Waqas, Sadaqat ur Rehman, Talha Mir, Ghulam Abbas, Ziaul Haq Abbas, Zahid Halim, Iftekhar Ahmad
Reinforcement Learning Assisted Impersonation Attack Detection in Device-to-Device Communications. IEEE Trans. Veh. Technol. 70 (2) (2021)
Sadaqat ur Rehman, Shanshan Tu, Zubair Shah, Jawad Ahmad, Muhammad Waqas, Obaid Ur Rehman, Anis Koubaa, Qammer H. Abbasi
Deep Learning Models for Intelligent Healthcare: Implementation and Challenges. ICAIS (1) (2021)
Morteza Talezari, Shanshan Tu, Sadaqat ur Rehman, Chuangbai Xiao, Basharat Ahmad, Muhammad Waqas, Obaid Ur Rehman
Recent Development, Trends and Challenges in IoT Security. ICAIS (2) (2021)
Shanshan Tu, Muhammad Waqas, Fengming Huang, Ghulam Abbas, Ziaul Haq Abbas
A revocable and outsourced multi-authority attribute-based encryption scheme in fog computing. Comput. Networks 195 (2021)
Amin Ullah, Sadaqat ur Rehman, Shanshan Tu, Raja Majid Mehmood, Fawad, Muhammad Ehatisham-ul-Haq
A Hybrid Deep CNN Model for Abnormal Arrhythmia Detection Based on Cardiac ECG Signal. Sensors 21 (3) (2021)
Muhammad Asad, Zahid Halim, Muhammad Waqas, Shanshan Tu
An In-ad contents-based viewability prediction framework using Artificial Intelligence for Web Ads. Artif. Intell. Rev. 54 (7) (2021)
Muhammad Sulaiman, Zahid Halim, Mustapha Lebbah, Muhammad Waqas, Shanshan Tu
An Evolutionary Computing-Based Efficient Hybrid Task Scheduling Approach for Heterogeneous Computing Environment. J. Grid Comput. 19 (1) (2021)
Xiaoping Wang, Muhammad Waqas, Shanshan Tu, Sadaqat ur Rehman, Ridha Soua, Obaid Ur Rehman, Sajid Anwar, Wei Zhao
Power maximisation technique for generating secret keys by exploiting physical layer security in wireless communication. IET Commun. 14 (5) (2020)
Mingxi Yin, Jinliang Yu, Shanshan Tu, Muhammad Waqas, Sadaqat ur Rehman, Ghulam Abbas, Ziaul Haq Abbas
An Efficient Approach for Selecting a Secure Relay Node in Fog Computing Social Ties Network. ICAIS (1) (2020)
Shanshan Tu, Sadaqat ur Rehman, Muhammad Waqas, Obaid Ur Rehman, Zhongliang Yang, Basharat Ahmad, Zahid Halim, Wei Zhao
Optimisation-based training of evolutionary convolution neural network for visual classification applications. IET Comput. Vis. 14 (5) (2020)
Talha Mir, Muhammad Waqas, Usama Mir, Syed Mudassir Hussain, Ahmet M. Elbir, Shanshan Tu
Hybrid Precoding Design for Two-Way Relay-Assisted Terahertz Massive MIMO Systems. IEEE Access 8 (2020)
Yan Shi, Zijun Zhang, Kaining Huang, Wudi Ma, Shanshan Tu
Human-computer interaction based on face feature localization. J. Vis. Commun. Image Represent. 70 (2020)
Abd Ullah Khan, Ghulam Abbas, Ziaul Haq Abbas, Muhammad Waqas, Shanshan Tu, Alamgir Naushad
Service Completion Probability Enhancement and Fairness for SUs using Hybrid Mode CRNs. ICC (2020)
Shanshan Tu, Muhammad Waqas, Qiangqiang Lin, Sadaqat ur Rehman, Muhammad Hanif, Chuangbai Xiao, M. Majid Butt, Chin-Chen Chang
Tracking area list allocation scheme based on overlapping community algorithm. Comput. Networks 173 (2020)
Sadaqat ur Rehman, Muhammad Waqas, Shanshan Tu, Anis Koubaa, Obaid Ur Rehman, Jawad Ahmad, Muhammad Hanif, Zhu Han
Deep Learning Techniques for Future Intelligent Cross-Media Retrieval. CoRR (2020)
Shanshan Tu, Muhammad Waqas, Yuan Meng, Sadaqat ur Rehman, Iftekhar Ahmad, Anis Koubaa, Zahid Halim, Muhammad Hanif, Chin-Chen Chang, Chengjie Shi
Mobile fog computing security: A user-oriented smart attack defense strategy based on DQL. Comput. Commun. 160 (2020)
Meng Liu, Shanshan Tu, Chuangbai Xiao, Muhammad Waqas, Sadaqat ur Rehman, Muhammad Aamir, Chin-Chen Chang
The Allocation and Reuse Scheme of Physical Cell Identifications Based on Maximum Degree First Coloring Algorithm. IEEE Syst. J. 14 (1) (2020)
Shanshan Tu, Obaid Ur Rehman, Sadaqat ur Rehman, Shafi Ullah Khan, Muhammad Waqas, Ran Zhu
A Novel Quantum Inspired Particle Swarm Optimization Algorithm for Electromagnetic Applications. IEEE Access 8 (2020)
Jahanzaib Latif, Chuangbai Xiao, Shanshan Tu, Sadaqat ur Rehman, Azhar Imran, Anas Bilal
Implementation and Use of Disease Diagnosis Systems for Electronic Medical Records Based on Machine Learning: A Complete Review. IEEE Access 8 (2020)
Kaining Huang, Yan Shi, Fuqi Zhao, Zijun Zhang, Shanshan Tu
Multiple instance deep learning for weakly-supervised visual object tracking. Signal Process. Image Commun. 84 (2020)
Waqas Farooq, Shanshan Tu, Khawar Iqbal, Haseeb Ahmad Khan, Sadaqat ur Rehman, Adnan Daud Khan, Obaid Ur Rehman
An Efficient Non-Toxic and Non-Corrosive Perovskite Solar Cell. IEEE Access 8 (2020)
Qiangqiang Lin, Shanshan Tu, Muhammad Waqas, Sadaqat ur Rehman, Chinchen Chang
Tracking areas planning based on spectral clustering in small cell networks. IET Commun. 13 (13) (2019)
Imran Ali Khoso, Talha Bin Javed, Shanshan Tu, Yuanyuan Dong, Hua Li, Xiyuan Wang, Xiaoming Dai
A Fast-Convergent Detector Based on Joint Jacobi and Richardson Method for Uplink Massive MIMO Systems. WOCC (2019)
Sadaqat ur Rehman, Shanshan Tu, Muhammad Waqas, Yongfeng Huang, Obaid Ur Rehman, Basharat Ahmad, Salman Ahmad
Unsupervised pre-trained filter learning approach for efficient convolution neural network. Neurocomputing 365 (2019)
Yuan Meng, Shanshan Tu, Jinliang Yu, Fengming Huang
Intelligent attack defense scheme based on DQL algorithm in mobile fog computing. J. Vis. Commun. Image Represent. 65 (2019)
Sadaqat ur Rehman, Yongfeng Huang, Shanshan Tu, Basharat Ahmad
Learning a Semantic Space for Modeling Images, Tags and Feelings in Cross-Media Search. PAKDD (Workshops) (2019)
Jianbiao Zhang, Fan Yang, Shanshan Tu, Ai Zhang
An Abnormal Behavior Clustering Algorithm Based on K-means. BICS (2018)