Securing Fog Computing for Internet of Things Applications: Challenges and Solutions

Ni, Jianbing, Zhang, Kuan, Lin, Xiaodong, Shen, Xuemin·2018·IEEE Communications Surveys & Tutorials

Cited by (659)

Items 101–200 of 659

  1. FBAD: Fog-based Attack Detection for IoT Healthcare in Smart Cities
    Ibrahim Alrashdi, Ali Alqazzaz, Raed S. Alharthi, Esam Aloufi, Mohamed Ali Zohdy, Hua Ming · 2019 · IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)
  2. Trust data collections via vehicles joint with unmanned aerial vehicles in the smart Internet of Things
    Ting Li, Wei Liu, Tian Wang, Ming Zhao, Xiong Li, Ming Ma · 2020 · Transactions on Emerging Telecommunications Technologies
  3. Enabling Verifiable Privacy-Preserving Multi-Type Data Aggregation in Smart Grids
    Xiaojun Zhang, Chao Huang, Yuan Zhang, Sheng Cao · 2021 · IEEE Transactions on Dependable and Secure Computing
  4. Fog-based healthcare systems: A systematic review
    Zahra Ahmadi, Mostafa Haghi Kashani, Mohammad Nikravan, Ebrahim Mahdipour · 2021 · Multimedia Tools and Applications
  5. Scalable anomaly-based intrusion detection for secure Internet of Things using generative adversarial networks in fog environment
    Wei Yao, Han Shi, Hai Yan Zhao · 2023 · Journal of Network and Computer Applications
  6. A Comprehensive Survey on the Cooperation of Fog Computing Paradigm-Based IoT Applications: Layered Architecture, Real-Time Security Issues, and Solutions
    Muhammad Burhan, Hina Alam, Ahmad Arsalan, Rana Asif Rehman, Muhammad Anwar, Muhammad Faheem, Muhammad Waqar Ashraf · 2023 · IEEE Access
  7. Privacy-preserving Partner Selection for Ride-sharing Services
    Yuanyuan He, Jianbing Ni, Xinyu Wang, Ben Niu, Fenghua Li, Xuemin Shen · 2018 · IEEE Transactions on Vehicular Technology
  8. Collective Remote Attestation at the Internet of Things Scale: State-of-the-Art and Future Challenges
    Moreno Ambrosin, Mauro Conti, Riccardo Lazzeretti, Md Masoom Rabbani, Silvio Ranise · 2020 · IEEE Communications Surveys & Tutorials
  9. A Bayesian Q-Learning Game for Dependable Task Offloading Against DDoS Attacks in Sensor Edge Cloud
    Jian Hua Liu, Xin Wang, Shigen Shen, Guangxue Yue, Shui Yu, Minglu Li · 2020 · IEEE Internet of Things Journal
  10. Toward Privacy-Preserving Valet Parking in Autonomous Driving Era
    Jianbing Ni, Xiaodong Lin, Xuemin Shen · 2019 · IEEE Transactions on Vehicular Technology
  11. A PUF-based mutual authentication scheme for Cloud-Edges IoT systems
    Mario Barbareschi, Alessandra De Benedictis, Erasmo La Montagna, Antonino Mazzeo, Nicola Mazzocca · 2019 · Future Generation Computer Systems
  12. Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey
    Muhammad Akbar Husnoo, Adnan Anwar, Ripon Kumar Chakrabortty, Robin Doss, Mike J. Ryan · 2021 · IEEE Access
  13. Progressive researches on IoT security: An exhaustive analysis from the perspective of protocols, vulnerabilities, and preemptive architectonics
    Mobasshir Mahbub · 2020 · Journal of Network and Computer Applications
  14. Secure Cloud-Edge Deployments, with Trust
    Stefano Forti, Gian-Luigi Ferrari, Antonio Brogi A · 2019 · Future Generation Computer Systems
  15. Toward Secure and Privacy-Preserving Distributed Deep Learning in Fog-Cloud Computing
    Yiran Li, Hongwei Li, Guowen Xu, Tao Xiang, Xiaoming Huang, Rongxing Lu · 2020 · IEEE Internet of Things Journal
  16. End-to-End Quantum Secured Inter-Domain 5G Service Orchestration Over Dynamically Switched Flex-Grid Optical Networks Enabled by a q-ROADM
    Rui Wang, Qibing Wang, George Theodore Kanellos, Reza Nejabati, Dimitra Simeonidou, Rodrigo S. Tessinari, Emilio Hugues-Salas, Anderson Bravalheri, Navdeep Uniyal, Abubakar S. Muqaddas et al. · 2019 · Journal of Lightwave Technology
  17. Mobility-Aware Fog Computing in Dynamic Environments: Understandings and Implementation
    Muhammad Waqas, Yong Niu, Manzoor Ahmed, Yong Li, Depeng Jin, Zhu Han · 2018 · IEEE Access
  18. Development of PCCNN-Based Network Intrusion Detection System for EDGE Computing
    Kamaledin Abodayeh, Ali Raza, Muhammad Umer Rafiq, Muhammad Shoaib Arif, Muhammad Naveed, Zunir Zeb, Syed Zaheer Abbas, Kiran Shahzadi, Sana Sarwar, Qasim Naveed et al. · 2021 · Computers, materials & continua/Computers, materials & continua (Print)
  19. Lightweight Privacy-Preserving Medical Diagnosis in Edge Computing
    Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim‐Kwang Raymond Choo, Ruikang Yang, Xiangyu Wang · 2020 · IEEE Transactions on Services Computing
  20. Hybrid Lightweight Proxy Re-Encryption Scheme for Secure Fog-to-Things Environment
    Osama Ahmed Khashan · 2020 · IEEE Access
  21. FUPE: A security driven task scheduling approach for SDN-based IoT–Fog networks
    Saeed Javanmardi, Mohammad Shojafar, Reza Mohammadi, Amin Nazari, Valerio Persico, Antonio Pescapè · 2021 · Journal of Information Security and Applications
  22. Joint Task Offloading and QoS-Aware Resource Allocation in Fog-Enabled Internet-of-Things Networks
    Xiaoge Huang, Yifan Cui, Qianbin Chen, Jie Zhang · 2020 · IEEE Internet of Things Journal
  23. Learning-Based Joint Optimization of Energy Delay and Privacy in Multiple-User Edge-Cloud Collaboration MEC Systems
    Guanglin Zhang, Sifan Ni, Ping Zhao · 2021 · IEEE Internet of Things Journal
  24. A survey of privacy-preserving offloading methods in mobile-edge computing
    Tianheng Li, Xiaofan He, Siming Jiang, Juan Liu · 2022 · Journal of Network and Computer Applications
  25. Intrusion detection and prevention in fog based IoT environments: A systematic literature review
    Cristiano Antonio de Souza, Carlos Becker Westphall, Renato Bobsin Machado, Leandro Loffi, Carla Merkle Westphall, Guilherme Arthur Gerônimo · 2022 · Computer Networks
  26. BIM, IoT, and GIS integration in construction resource monitoring
    Xiang Liu, M. Antwi-Afari, Jue Li, Yong-Cheng Zhang, Patrick Manu · 2025 · Automation in Construction
  27. Rotating behind Privacy: An Improved Lightweight Authentication Scheme for Cloud-based IoT Environment
    Shehzad Ashraf Chaudhry, Azeem Irshad, Khalid A. Yahya, Neeraj Kumar, Mamoun Alazab, Yousaf Bin Zikria · 2021 · ACM Transactions on Internet Technology
  28. Average Response Time (ART):Real-Time Traffic Management in VFC Enabled Smart Cities
    Shabana Shabana, Sallauddin Mohmmad, Mohammed Ali Shaik, Kommabatla Mahender, Ranganath Kanakam, Bonthala Prabhanjan Yadav · 2020 · IOP Conference Series Materials Science and Engineering
  29. Evaluation of deep learning algorithms for semantic segmentation of car parts
    Kitsuchart Pasupa, Phongsathorn Kittiworapanya, Napasin Hongngern, Kuntpong Woraratpanya · 2021 · Complex & Intelligent Systems
  30. TACRM: trust access control and resource management mechanism in fog computing
    Daoud, Wided Ben, Obaidat, Mohammad S., Meddeb-Makhlouf, Amel, Zarai, Faouzi, Hsiao, Kuei-Fang · 2019 · Human-centric Computing and Information Sciences
  31. Mechanism Incorporating Secure Mutual Validation and Key Spreading Organization in Intelligent Transport System
    Ashwani Kumar Vashishtha, Manish Sharma, Aditi Sharma · 2022 · International Conference on Fourth Industrial Revolution Based Technology and Practices (ICFIRTP)
  32. A Holistic Analysis of Internet of Things (IoT) Security: Principles, Practices, and New Perspectives
    Mahmud Hossain, Golam Kayas, Ragib Hasan, Anthony Skjellum Y, Shahid Noor, S. M. Riazul Islam · 2024 · Future Internet
  33. CFSec: Password based secure communication protocol in cloud-fog environment
    Ruhul Amin, Sourav Kunal, Arijit Saha, Debasis Das, Atif M. Alamri · 2020 · Journal of Parallel and Distributed Computing
  34. Fog-Centric Authenticated Key Agreement Scheme Without Trusted Parties
    Yimin Guo, Zhenfeng Zhang, Yajun Guo · 2020 · IEEE Systems Journal
  35. Security Issues in Fog Environment: A Systematic Literature Review
    Jasleen Kaur, Alka Agrawal, Raees Ahmad Khan · 2020 · International Journal of Wireless Information Networks
  36. Machine learning and internet of things applications in enterprise architectures: Solutions, challenges, and open issues
    Zubaida Rehman, Noshina Tariq, Syed Atif Moqurrab, Joon Yoo, Gautam Srivastava · 2023 · Expert Systems
  37. Exploring security threats and solutions Techniques for Internet of Things (IoT): from vulnerabilities to vigilance
    Swastik Kumar Sahu, Kaushik Mazumdar · 2024 · Frontiers in Artificial Intelligence
  38. Toward an Privacy Protection Based on Access Control Model in Hybrid Cloud for Healthcare Systems
    Ha Xuan Son, Minh Hoang Nguyen, Hong Khanh Vo, The Phuc Nguyen · 2019 · Advances in intelligent systems and computing
  39. Energy‐efficient fog computing in Internet of Things based on Routing Protocol for Low‐Power and Lossy Network with Contiki
    Arun Kumar, Sharad C. Sharma, Nitin Goyal, Sachin Kumar Gupta, Saru Kumari, Sachin Kumar · 2021 · International Journal of Communication Systems
  40. Deep Learning Based Anomaly Detection for Fog-Assisted IoVs Network
    Shumayla Yaqoob, Asad Hussain, Fazli Subhan, Giuseppina Pappalardo, Muhammad Awais · 2023 · IEEE Access
  41. An anonymous device to device access control based on secure certificate for internet of medical things systems
    Shehzad Ashraf Chaudhry, Azeem Irshad, Jamel Nebhen, Ali Kashif Bashir, Nour Moustafa, Yasser D. Al‐Otaibi, Yousaf Bin Zikria · 2021 · Sustainable Cities and Society
  42. SensorTalk: An IoT Device Failure Detection and Calibration Mechanism for Smart Farming
    Yi‐Bing Lin, Yi‐Bing Lin, Yun-Wei Lin, Hui-Nien Hung · 2019 · Sensors
  43. Carpooling in Connected and Autonomous Vehicles: Current Solutions and Future Directions
    Farkhanda Zafar, Hasan Ali Khattak, Moayad Aloqaily, Rasheed Hussain · 2022 · ACM Computing Surveys
  44. Fog computing in enabling 5G-driven emerging technologies for development of sustainable smart city infrastructures
    Siddhant Jain, Shashank Rai Gupta, K. K. Sreelakshmi, Joel J. P. C. Rodrigues · 2022 · Cluster Computing
  45. Energy-Efficient Group Paging Mechanism for QoS Constrained Mobile IoT Devices Over LTE-A Pro Networks Under 5G
    Shikhar Verma, Yuichi Kawamoto, Nei Kato · 2019 · IEEE Internet of Things Journal
  46. A scheduling-based dynamic fog computing framework for augmenting resource utilization
    Md. Razon Hossain, Md Whaiduzzaman, Alistair Barros, Shelia Rahman, Md. Julkar Nayeen Mahi, Shanto Roy, Colin Fidge, Rajkumar Buyya · 2021 · Simulation Modelling Practice and Theory
  47. Internet-of-Things Devices and Assistive Technologies for Health Care: Applications, Challenges, and Opportunities
    Marc Jayson Baucas, Petros Spachos, Stefano Gregori · 2021 · IEEE Signal Processing Magazine
  48. Security challenges in fog-computing environment: a systematic appraisal of current developments
    Jimoh Yakubu, Shafi’i Muhammad Abdulhamid, Haruna Atabo Christopher, Haruna Chiroma, Mohammed Abdullahi · 2019 · Journal of Reliable Intelligent Environments
  49. Secure Mobile Edge Computing in IoT via Collaborative Online Learning
    Bingcong Li, Tianyi Chen, Georgios B. Giannakis · 2019 · IEEE Transactions on Signal Processing
  50. Applying Privacy Patterns to the Internet of Things’ (IoT) Architecture
    Sebastian Pape, Kai Rannenberg · 2018 · Mobile Networks and Applications
  51. Using cloud and fog computing for large scale IoT-based urban sound classification
    Marc Jayson Baucas, Petros Spachos · 2019 · Simulation Modelling Practice and Theory
  52. Insights into security and privacy towards fog computing evolution
    Sabrina Sicari, Alessandra Rizzardi, Alberto Coen‐Porisini · 2022 · Computers & Security
  53. Information-Centric Network-Based Vehicular Communications: Overview and Research Opportunities
    Din, Ikram Ud, Kim, Byung-Seo, Hassan, Suhaidi, Guizani, Mohsen, Atiquzzaman, Mohammed, Rodrigues, Joel J. P. C. · 2018 · Sensors
  54. Workload scheduling toward worst‐case delay and optimal utility for single‐hop Fog‐IoT architecture
    Yiqin Deng, Zhigang Chen, Deyu Zhang, Ming Zhao · 2018 · IET Communications
  55. SELAMAT: A New Secure and Lightweight Multi-Factor Authentication Scheme for Cross-Platform Industrial IoT Systems
    Haqi Khalid, Shaiful Jahari Hashim, Sharifah Mumtazah Syed Ahmad, Fazirulhisyam Hashim, Muhammad Akmal Chaudhary · 2021 · Sensors
  56. (a,k)-Anonymous Scheme for Privacy-Preserving Data Collection in IoT-based Healthcare Services Systems
    Hongtao Li, Feng Guo, Wenyin Zhang, Jie Wang, Jinsheng Xing · 2018 · Journal of Medical Systems
  57. A trust computed framework for IoT devices and fog computing environment
    Geetanjali Rathee, Rajinder Sandhu, Hemraj Saini, M. Sivaram, Vigneswaran Dhasarathan · 2019 · Wireless Networks
  58. Utilizing technologies of fog computing in educational IoT systems: privacy, security, and agility perspective
    Amr Adel · 2020 · Journal Of Big Data
  59. Subjective logic-based trust model for fog computing
    Jalal F. Al-Muhtadi, Rawan A. Alamri, Farrukh Aslam Khan, Kashif Saleem · 2021 · Computer Communications
  60. FogHA: An efficient handover authentication for mobile devices in fog computing
    Yimin Guo, Guo Ya-jun · 2021 · Computers & Security
  61. Expressive Bilateral Access Control for Internet-of-Things in Cloud-Fog Computing
    Shengmin Xu, Jianting Ning, Jinhua Ma, Xinyi Huang, HweeHwa Pang, Robert Huijie Deng · 2021 · ACM Symposium on Access Control Models and Technologies (SACMAT)
  62. Deep Reinforcement Learning-Based Joint Optimization of Delay and Privacy in Multiple-User MEC Systems
    Ping Zhao, Jiawei Tao, Kangjie Lui, Guanglin Zhang, Fei Gao · 2022 · IEEE Transactions on Cloud Computing
  63. A sector-based random routing scheme for protecting the source location privacy in WSNs for the Internet of Things
    Yu Qing He, Guangjie Han, Hao Wang, James Adu Ansere, Whenbo Zhang · 2019 · Future Generation Computer Systems
  64. Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications
    Pedro H. Vilela, Joel J. P. C. Rodrigues, Rodrigo da Rosa Righi, S. A. Kozlov, Vinicius Facco Rodrigues · 2020 · Sensors
  65. Verifiable, Reliable, and Privacy-Preserving Data Aggregation in Fog-Assisted Mobile Crowdsensing
    Xingfu Yan, Wing W. Y. Ng, Biao Zeng, Changlu Lin, Yuxian Liu, Lu Lu, Ying Gao · 2021 · IEEE Internet of Things Journal
  66. A secure edge computing model using machine learning and IDS to detect and isolate intruders
    Poornima Mahadevappa, Raja Kumar Murugesan, Redhwan Al-amri, Reema Thabit, Abdullah Hussein Al-Ghushami, Gamal Abdulnaser Alkawsi · 2024 · MethodsX
  67. Fog Computing for 5G-Enabled Tactile Internet: Research Issues, Challenges, and Future Research Directions
    Shubhani Aggarwal, Neeraj Kumar · 2019 · Mobile Networks and Applications
  68. Trustee: A Trust Management System for Fog-Enabled Cyber Physical Systems
    Aisha Kanwal Junejo, Nikos Komninos, Mithileysh Sathiyanarayanan, Bhawani Shankar Chowdhry · 2019 · IEEE Transactions on Emerging Topics in Computing
  69. Deep-VFog: When Artificial Intelligence Meets Fog Computing in V2X
    Mohamed Rihan, Mohamed Elwekeil, Yatao Yang, Lei Huang, Xu Chen, Mahmoud Mohamed Selim · 2020 · IEEE Systems Journal
  70. IoT-Fog A Communication Framework using Blockchain in the Internet of Things
    Tanweer Alam · 2020
  71. Technologies Assisting the Paradigm Shift from 4G to 5G
    Jolly Parikh, Anuradha Basu · 2020 · Wireless Personal Communications
  72. A Secure Mutual authentication approach to fog computing environment
    Rudri Kalaria, A. S. M. Kayes, Wenny J. Rahayu, Eric Pardede · 2021 · Computers & Security
  73. Applications of Integrated IoT-Fog-Cloud Systems to Smart Cities: A Survey
    Nader Mohamed, Jameela Al‐Jaroodi, Sanja Lazarova‐Molnar, Imad Jawhar · 2021 · Electronics
  74. Joint Job Partitioning and Collaborative Computation Offloading for Internet of Things
    Siqi Mu, Zhangdui D. Zhong, Dongmei Zhao, Minming Ni · 2018 · IEEE Internet of Things Journal
  75. Image classification on IoT edge devices: profiling and modeling
    Salma Abdel Magid, Francesco Petrini, B. Dezfouli · 2019 · Cluster Computing
  76. Secure and Fine-Grained Self-Controlled Outsourced Data Deletion in Cloud-Based IoT
    Jialu Hao, Jian Liu, Wei Wu, Fengyi Tang, Ming Xian · 2019 · IEEE Internet of Things Journal
  77. Mutual authentication scheme of IoT devices in fog computing environment
    Sunakshi Singh, Vijay Kumar Chaurasiya · 2020 · Cluster Computing
  78. Smart Fog-Based Video Surveillance with Privacy Preservation based on Blockchain
    Dave, Mayank, Rastogi, Vishal, Miglani, Mehak, Saharan, Parveen, Goyal, Nitin · 2022 · Wireless Personal Communications
  79. Fog Computing Potentials, Applications, and Challenges
    Fatima Haouari, Ranim Faraj, Jihad Mohamad Alja’am · 2018 · International Conference on Computer and Applications (ICCA)
  80. Quality attributes in edge computing for the Internet of Things: A systematic mapping study
    Majid Ashouri, Paul Davidsson, Romina Spalazzese · 2020 · Internet of Things
  81. Bi-objective optimization of application placement in fog computing environments
    Mutaz A. B. Al-Tarawneh · 2021 · Journal of Ambient Intelligence and Humanized Computing
  82. Fog computing security and privacy issues, open challenges, and blockchain solution: An overview
    Yehia Ibrahim Alzoubi, Ahmad Al‐Ahmad, Ashraf Jaradat · 2021 · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering
  83. Expressive Data Sharing and Self-Controlled Fine-Grained Data Deletion in Cloud-Assisted IoT
    Qian Mei, Minghao Yang, Jinhao Chen, Lili Wang, Hu Xiong · 2022 · IEEE Transactions on Dependable and Secure Computing
  84. Encryption Protocol for Resource-Constrained Devices in Fog-Based IoT Using One-Time Pads
    Kwasi Boakye-Boateng, Eric Kuada, Emmanuel Antwi‐Boasiako, Emmanuel Djaba · 2019 · IEEE Internet of Things Journal
  85. Enabling Privacy-Preserving Geographic Range Query in Fog-Enhanced IoT Services
    Yu Guo, Hongcheng Xie, Cong Wang, Xiaohua Jia · 2021 · IEEE Transactions on Dependable and Secure Computing
  86. Combinatorial resources auction in decentralized edge-thing systems using blockchain and differential privacy
    Jianxiong Guo, Xingjian Ding, Tian Wang, Weijia Jia · 2022 · Information Sciences
  87. Re‐ADP: Real‐Time Data Aggregation with Adaptive ω‐Event Differential Privacy for Fog Computing
    Yan Huo, Chengtao Yong, Yanfei Lu · 2018 · Wireless Communications and Mobile Computing
  88. A Mutual Authentication Scheme for Secure Fog Computing Service Handover in Vehicular Network Environment
    Favian Dewanta, Masahiro Mambo · 2019 · IEEE Access
  89. Multi-security-level cloud storage system based on improved proxy re-encryption
    Jinan Shen, Xuejian Deng, Zhenwu Xu · 2019 · EURASIP Journal on Wireless Communications and Networking
  90. Fuzzy logic and Fog based Secure Architecture for Internet of Things (FLFSIoT)
    Syed Rameem Zahra, Mohammad Ahsan Chishti · 2020 · Journal of Ambient Intelligence and Humanized Computing
  91. Cache in fog computing design, concepts, contributions, and security issues in machine learning prospective
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  92. Toward IoRT Collaborative Digital Twin Technology Enabled Future Surgical Sector: Technical Innovations, Opportunities and Challenges
    Chetana Das, Anika Anis Mumu, Md. Firoj Ali, S. Sarker, S. Muyeen, Sajal Kumar Das, P. Das, M. Hasan, Z. Tasneem, Md. Manirul Islam et al. · 2022 · IEEE Access
  93. A Survey on Conflict Detection in IoT-based Smart Homes
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  94. A survey of Internet of medical things: technology, application and future directions
    Peng He, Dingying Huang, Dapeng Wu, Haiyang He, Yinlai Wei, Yaping Cui, Ruyan Wang, Lei Peng · 2024 · Digital Communications and Networks
  95. Reliable and Privacy-Preserving Selective Data Aggregation for Fog-Based IoT
    Cheng Huang, Dongxiao Liu, Jianbing Ni, Rongxing Lu, Xuemin Shen · 2018 · International Conference on Communications
  96. Edge-Cooperative Privacy-Preserving Object Detection Over Random Point Cloud Shares for Connected Autonomous Vehicles
    Renwan Bi, Jinbo Xiong, Youliang Tian, Qi Li, Ximeng Liu · 2022 · IEEE Transactions on Intelligent Transportation Systems
  97. A Framework for Privacy-Preserving in IoV Using Federated Learning With Differential Privacy
    Muhammad Adnan, Madiha Haider Syed, Adeel Anjum, Semeen Rehman · 2025 · IEEE Access
  98. Security and Privacy in IoT, Fog, and Blockchain Networks
    Nikhil Kumar Goyal · 2025 · Advances in environmental engineering and green technologies book series
  99. Reliability-Aware Fog Resource Provisioning for Deadline-Driven IoT Services
    Jingjing Yao, Nirwan Ansari · 2018 · Globecom
  100. GLADS: A global-local attention data selection model for multimodal multitask encrypted traffic classification of IoT
    Jianbang Dai, Xiaolong Xu, Fu Xiao · 2023 · Computer Networks