A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security

Cited by (1,001)

Items 301–400 of 1,001

1. A Review of Identity Methods of Internet of Things (IOT)
   Sana Abdelaziz Bkheet, Johnson Ihyeh Agbinya · 2021 · Advances in Internet of Things
2. Explainable AI for zero-day attack detection in IoT networks using attention fusion model
   Deepa Kunju Krishnan, Swapnil Singh, Vijayan Sugumaran · 2025 · Discover Internet of Things
3. Implications of embedded artificial intelligence - machine learning on safety of machinery
   Sara Anastasi, Marianna Madonna, Luigi Monica · 2021 · Procedia Computer Science
4. A Network Intrusion Detection System using Deep Learning against MQTT Attacks in IoT
   Fatemeh Mosaiyebzadeh, Luis Gustavo Araujo Rodriguez, Daniel Macêdo Batista, Roberto Hirata · 2021 · IEEE Latin-American Conference on Communications
5. FeCo: Boosting Intrusion Detection Capability in IoT Networks via Contrastive Learning
   Ning Wang, Yimin Chen, Yang Hu, Wenjing Lou, Y. Thomas Hou · 2022 · IEEE Conference on Computer Communications (INFOCOM)
6. An end-to-end intrusion detection system with IoT dataset using deep learning with unsupervised feature extraction
   Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan, Bhakti Yudho Suprapto · 2024 · International Journal of Information Security
7. Deep Reinforcement Learning for QoS provisioning at the MAC layer: A Survey
   Mahmoud Abbasi, Amin Shahraki, Md. Jalil Piran, Amir Taherkordi · 2021 · Engineering Applications of Artificial Intelligence
8. A Novel Lightweight IoT Intrusion Detection Model Based on Self-Knowledge Distillation
   Wang, Zhendong, Zhou, Renqiang, Yang, Shuxin, He, Daojing, Chan, Sammy · 2025 · IEEE Internet of Things Journal
9. Secure IIoT-Enabled Industry 4.0
   Zeeshan Hussain, Adnan Akhunzada, Javed Iqbal, Iram Bibi, Abdullah Gani · 2021 · Sustainability
10. Deep AI-Powered Cyber Threat Analysis in IIoT
    Iram Bibi, Adnan Akhunzada, Neeraj Kumar · 2022 · IEEE Internet of Things Journal
11. A Novel Intrusion Detection System for Internet of Healthcare Things Based on Deep Subclasses Dispersion Information
    Marwa Fouda, Riadh Ksantini, Wael Mohamed Elmedany · 2022 · IEEE Internet of Things Journal
12. A Survey of Using Machine Learning in IoT Security and the Challenges Faced by Researchers
    Khawlah Harahsheh, Chung‐Hao Chen · 2023 · Informatica
13. Enhancing IoT Security through a Green and Sustainable Federated Learning Platform: Leveraging Efficient Encryption and the Quondam Signature Algorithm
    Turki Aljrees, Ankit Kumar, Kamred Udham Singh, Teekam Singh · 2023 · Sensors
14. A Dense Neural Network Approach for Detecting Clone ID Attacks on the RPL Protocol of the IoT
    Carlos Domenick Morales-Molina, Aldo Hernandez-Suarez, Gabriel Sánchez-Pérez, Karina Toscano, Hector Manuel Perez-Meana, Jesús Olivares-Mercado, José Portillo-Portillo, Víctor Sánchez, Luis Javier García Villalba · 2021 · Sensors
15. Caching Content on the Network Layer: A Performance Analysis of Caching Schemes in ICN-Based Internet of Things
    Muhammad Ali Naeem, Rehmat Ullah, Yahui Meng, Rashid Ali, Bilal Ahmed Lodhi · 2021 · IEEE Internet of Things Journal
16. Generative Adversarial Learning for Trusted and Secure Clustering in Industrial Wireless Sensor Networks
    Liu Yang, Simon X. Yang, Yun Li, Yinzhi Lu, Tan Guo · 2022 · IEEE Transactions on Industrial Electronics
17. A survey on indoor positioning security and privacy
    Yerkezhan Sartayeva, Henry C. B. Chan · 2023 · Computers & Security
18. Review on intrusion detection system for IoT/IIoT -brief study
    Komal Bansal, Anita Singhrova · 2023 · Multimedia Tools and Applications
19. Integrated Genetic Algorithm and Deep Learning Approach for Effective Cyber-Attack Detection and Classification in Industrial Internet of Things (IIoT) Environments
    Nadia Alkhafaji, Thiago Viana, Ali Al-Sherbaz · 2024 · Arabian Journal for Science and Engineering
20. A Comprehensive review on technological breakthroughs in precision agriculture: IoT and emerging data analytics
    Anil Kumar Saini, Anshul Kumar Yadav, Dhiraj · 2024 · European Journal of Agronomy
21. Privacy-Preserving Cyberattack Detection in Blockchain-Based IoT Systems Using AI and Homomorphic Encryption
    Bui Duc Manh, Chi-Hieu Nguyen, Dinh Thai Hoang, Diep Ngoc Nguyen, Ming Zeng, Quoc‐Viet Pham · 2025 · IEEE Internet of Things Journal
22. The Detection of IoT Botnet using Machine Learning on IoT-23 Dataset
    Falaq Jeelani, Dhajvir Singh Rai, Ankit Maithani, Shubhi Gupta · 2022 · International Conference on Innovative Practices in Technology and Management (ICIPTM)
23. Edge-Based Federated Deep Reinforcement Learning for IoT Traffic Management
    Abdallah Jarwan, Mohamed A. Ibnkahla · 2022 · IEEE Internet of Things Journal
24. Toward Improved Machine Learning-Based Intrusion Detection for Internet of Things Traffic
    Sarah Alkadi, Saad A. Al-Ahmadi, Mohamed Maher Ben Ismail · 2023 · Computers
25. A Hybrid Deep Learning Model for Network Intrusion Detection System Using Seq2Seq and ConvLSTM-Subnets
    S. Hariharan, Y. Annie Jerusha, G. Suganeshwari, S. P. Syed Ibrahim, Udaya Kiran Tupakula, Vijay Varadharajan · 2025 · IEEE Access
26. Trends and Challenges in Real-Time Stress Detection and Modulation: The Role of the IoT and Artificial Intelligence
    Manuel Paniagua-Gómez, Manuel F. Fernández · 2025 · Electronics
27. Weighted Voting in Physical Layer Authentication for Industrial Wireless Edge Networks
    Feiyi Xie, Zhibo Pang, Hong Wen, Wenxin Lei, Xinchen Xu · 2021 · IEEE Transactions on Industrial Informatics
28. Power Beacon and NOMA-Assisted Cooperative IoT Networks With Co-Channel Interference: Performance Analysis and Deep Learning Evaluation
    Anh‐Tu Le, Dinh-Hieu Tran, Chi‐Bao Le, Phu Tran Tin, Tan Nhat Nguyen, Zhiguo Ding, H. Vincent Poor, Miroslav Vozn̆ák · 2023 · IEEE Transactions on Mobile Computing
29. Intrusion detection systems for IoT based on bio-inspired and machine learning techniques: a systematic review of the literature
    Rafika Saadouni, Chirihane Gherbi, Zibouda Aliouat, Yasmine Harbi, Amina Khacha · 2024 · Cluster Computing
30. The graph neural networking challenge
    José Suárez‐Varela, Miquel Ferriol-Galmés, Albert València López, Paul Almasan, Guillermo Bernárdez, David Pujol-Perich, Krzysztof Rusek, Loïck Bonniot, Christoph Neumann, François Schnitzler et al. · 2021 · ACM SIGCOMM Computer Communication Review
31. Investigation on Intrusion Detection Systems (IDSs) in IoT
    2022 · International Journal of Emerging Trends in Engineering Research
32. LBlockchainE: A Lightweight Blockchain for Edge IoT-Enabled Maritime Transportation Systems
    Yu Jiang, Xiaolong Xu, Honghao Gao, Adel D. Rajab, Fu Xiao, Xinheng Wang · 2022 · IEEE Transactions on Intelligent Transportation Systems
33. IoT meets COVID-19: Status, Challenges, and Opportunities
    Mohsin Kamal, Abdulah Jeza Aljohani, Eisa Alanazi · 2020 · arXiv (Cornell University)
34. A review of cybersecurity incidents in the food and agriculture sector
    Ajay Kulkarni, Yingjie Wang, Munisamy Gopinath, Daniel Sobien, Abdul Rahman, Feras A. Batarseh · 2025 · Journal of Agriculture and Food Research
35. Evaluation of Machine Learning Algorithms Used on Attacks Detection in Industrial Control Systems
    Pallavi Arora, Baljeet Kaur, Márcio Andrey Teixeira · 2021 · Journal of The Institution of Engineers (India) Series B
36. RETRACTED ARTICLE: Intrusion detection based on machine learning in the internet of things, attacks and counter measures
    Eid Rehman, Muhammad Haseeb-ud-Din, Arif Jamal Malik, Tehmina Karmat Khan, Aaqif Afzaal Abbasi, Seifedine Kadry, Muhammad Attique Khan, Seungmin Rho · 2022 · The Journal of Supercomputing · Retracted
37. QoS‐aware IoT networks and protocols: A comprehensive survey
    Selma Dilek, Kerem Irgan, Metehan Güzel, Suat Özdemi̇r, Şebnem Baydere, Chalermpol Charnsripinyo · 2022 · International Journal of Communication Systems
38. Detecting compromised IoT devices: Existing techniques, challenges, and a way forward
    Imran Makhdoom, Mehran Abolhasan, Daniel Robert Franklin, Justin Lipman, Christian Zimmermann, Massimo Piccardi, Negin Shariati · 2023 · Computers & Security
39. IRS assisted UAV communications for 6G networks: a systematic literature review
    Humairah Hamid, Gh. Rasool Begh · 2024 · Wireless Networks
40. A Survey on Machine Learning Techniques in Smart Grids Based on Wireless Sensor Networks
    Ashraf M. Etman, Mohamed S. Abdalzaher, Ahmed A. Emran, Ahmed Yahya, Mostafa F. Shaaban · 2024 · IEEE Access
41. Improved LSTM-Based Abnormal Stream Data Detection and Correction System for Internet of Things
    Jun Liu, Jingpan Bai, Huahua Li, Bo Sun · 2021 · IEEE Transactions on Industrial Informatics
42. Discover botnets in IoT sensor networks: A lightweight deep learning framework with hybrid self-organizing maps
    Saad Khan, Akalanka Bandara Mailewa · 2023 · Microprocessors and Microsystems
43. Incomplete Multiview Clustering via Semidiscrete Optimal Transport for Multimedia Data Mining in IoT
    Jing Gao, Peng Li, Asif Ali Laghari, Gautam Srivastava, Thippa Reddy Gadekallu, Sidra Abbas, Jianing Zhang · 2023 · ACM Transactions on Multimedia Computing Communications and Applications
44. Artificial Neural Network for Cybersecurity: A Comprehensive Review
    Prajoy Podder, Subrato Bharati, Md. Rubaiyat Hossain Mondal, Pinto Kumar Paul, Utku Köse · 2021 · arXiv (Cornell University)
45. In-situ artificial retina with all-in-one reconfigurable photomemristor networks
    Yichen Cai, Yizhou Jiang, Chenxu Sheng, Zhiyong Wu, Luqiu Chen, Bobo Tian, Chun‐Gang Duan, Shisheng Xiong, Yiqiang Zhan, Chunxiao Cong et al. · 2023 · npj Flexible Electronics
46. A Comprehensive Analysis of Machine Learning and Deep Learning Approaches towards IoT Security
    Venkata Subbaiah Desanamukula, M. Asha Priyadarshini, D Srilatha, K Venkateswara Rao, R V S Lakshmi Kumari, Kolla Vivek · 2023 · International Conference on Electronics and Sustainable Communication Systems (ICESC)
47. Privacy-Preserving Fine-Grained Data Sharing With Dynamic Service for the Cloud-Edge IoT
    Jianfei Sun, Yangyang Bao, Weidong Qiu, Rongxing Lu, Songnian Zhang, Yunguo Guan, Xiaochun Cheng · 2024 · IEEE Transactions on Dependable and Secure Computing
48. Application of Deep Learning for Quality of Service Enhancement in Internet of Things: A Review
    Nasser Kimbugwe, Tingrui Pei, Moses Ntanda Kyebambe · 2021 · Energies
49. A generic and lightweight security mechanism for detecting malicious behavior in the uncertain Internet of Things using fuzzy logic- and fog-based approach
    Syed Rameem Zahra, Mohammad Ahsan Chishti · 2022 · Neural Computing and Applications
50. Privacy leakage of LoRaWAN smart parking occupancy sensors
    Lea Dujić Rodić, Toni Perković, Maja Škiljo, Petar Šolić · 2022 · Future Generation Computer Systems
51. Security of Machine Learning-Based Anomaly Detection in Cyber Physical Systems
    Zahra Jadidi, Shantanu Pal, Nithesh Nayak K, Arawinkumaar Selvakkumar, Chih-Chia Chang, Maedeh Beheshti, Alireza Jolfaei · 2022 · International Conference on Computer Communications and Networks (ICCCN)
52. A Machine Learning Framework towards Bank Telemarketing Prediction
    Stéphane Cédric Koumetio Tekouabou, Ştefan Cristian Gherghina, Hamza Toulni, Pedro Neves Mata, Mário Nuno Mata, José Moleiro Martins · 2022 · Journal of risk and financial management
53. RETRACTED ARTICLE: Strengthening network DDOS attack detection in heterogeneous IoT environment with federated XAI learning approach
    Ahmad S. Almadhor, Ali A. Altalbe, Imen Rashid Bouazzi, Abdullah Al Hejaili, Natalia Kryvinska · 2024 · Scientific Reports · Retracted
54. A unified IoT architectural model for smart hospitals: enhancing interoperability, security, and efficiency through clinical information systems (CIS)
    Fatemeh Yadegari, Abbas Asosheh · 2025 · Journal Of Big Data
55. A Comprehensive Survey on Self-Supervised Learning for Specific Emitter Identification
    Chao Liu, Guan Gui, Yu Wang, Tomoaki Otsuki Ohtsuki, Dusit Tao Niyato, Xuemin Shen · 2025 · IEEE Communications Surveys & Tutorials
56. Intrusion Detection in Internet of Things using Convolutional Neural Networks
    Martin Kodyš, Zhi Lu, Kar Wai Fok, Vrizlynn L. L. Thing · 2021 · Conference on Privacy, Security and Trust
57. Privacy-preserving security of IoT networks: A comparative analysis of methods and applications
    Wakili, Abubakar, Bakkali, Sara · 2025 · Cyber Security and Applications
58. TrustNextGen: Security Aspects of Trustworthy Next-Generation Industrial Internet of Things
    Geetanjali Rathee, Razi Iqbal, Chaker Abdelaziz Kerrache, Houbing Herbert Song · 2024 · IEEE Internet of Things Journal
59. A Review on Secure Authentication Mechanisms for Mobile Security
    Syed Shabih Hasan, Anwar Ghani, Ali Yusny Daud, Habib Akbar, Muhammad Faizan Khan · 2025 · Sensors
60. Comprehensive Study of IoT Vulnerabilities and Countermeasures
    Ian Coston, Eadan Plotnizky, Mehrdad Nojoumian · 2025 · Applied Sciences
61. A comprehensive survey on IoT security: Challenges, security issues, and countermeasures
    Ankit Sharma, Kriti Bhushan · 2025 · Computer Science Review
62. Survey of Testing Methods and Testbed Development Concerning Internet of Things
    Shicheng Zhu, Shunkun Yang, Xiaodong Gou, Yang Xu, Tao Zhang, Yueliang Wan · 2021 · Wireless Personal Communications
63. A Secure Mobile Wireless Sensor Networks based Protocol for Smart Data Gathering with Cloud
    Khalid Haseeb, Zahoor Jan, Fahad Ahmed Al-Zahrani, Gwanggil Jeon · 2021 · Computers & Electrical Engineering
64. DFE: efficient IoT network intrusion detection using deep feature extraction
    Amir Basati, Mohammad Mehdi Faghih · 2022 · Neural Computing and Applications
65. An Efficient Framework for Detection and Classification of IoT Botnet Traffic
    Sandeep Maurya, Santosh Kumar, Umang Garg, Manoj Kumar · 2022 · ECS Sensors Plus
66. AI-enabled IoT penetration testing: state-of-the-art and research challenges
    Claudia Greco, Giancarlo Fortino, Bruno Crispo, Kim‐Kwang Raymond Choo · 2022 · Enterprise Information Systems
67. Privacy-preserved learning from non-i.i.d data in fog-assisted IoT: A federated learning approach
    Mohamed Abdel‐Basset, Hossam Hawash, Nour Moustafa, Imran Razzak, Mohamed Abd Elfattah · 2022 · Digital Communications and Networks
68. Engineering the advances of the artificial neural networks (ANNs) for the security requirements of Internet of Things: a systematic review
    Yasir Ali, Habib Ullah Khan, Muhammad Khalid · 2023 · Journal Of Big Data
69. A Secure Architectural Model Using Blockchain and Estimated Trust Mechanism in Electronic Consumers
    Akshay Kumar, Geetanjali Rathee, Chaker Abdelaziz Kerrache, Muhammad Bilal, Thippa Reddy Gadekallu · 2023 · IEEE Transactions on Consumer Electronics
70. Quantitative nuclear histomorphometric features are predictive of Oncotype DX risk categories in ductal carcinoma in situ: preliminary findings
    Haojia Li, Jon R. Whitney, Kaustav Bera, Hannah L. Gilmore, Mangesh A. Thorat, Sunil Badve, Anant Madabhushi · 2019 · Breast Cancer Research
71. Discovering the Ganoderma Boninense Detection Methods Using Machine Learning: A Review of Manual, Laboratory, and Remote Approaches
    Clarence Augustine TH Tee, Yun Xin Teoh, Lip Yee Por, Boon Chin Tan, Khin Wee Lai · 2021 · IEEE Access
72. Machine Learning and Deep Learning
    Dietmar P. F. Möller · 2023 · Advances in information security
73. Unveiling the Energy-Based Validation and Verification (EVV) Method for Perceiving and Averting Rank Inconsistency Attacks (RIA) for Guarding IoT Routing
    K. Раму, N. Gomathi, Sanjay Kumar Suman, P. Joel Josephson, M. Vadivukarassi, Narasimha Swamy Lavudiya, L. Bhagyalakshmi · 2024 · SN Computer Science
74. Introduction to AI-Driven Cybersecurity and Threat Intelligence
    Iqbal Hasan Sarker · 2024 · Springer eBooks
75. Rust for Embedded Systems: Current State and Open Problems
    Ayushi Sharma, Shashank Sharma, Sai Ritvik Tanksalkar, Santiago Torres-Arias, Aravind Machiry · 2024 · ACM SIGSAC Conference on Computer and Communications Security (CCS)
76. Exploiting Deep Learning for Secure Transmission in an Underlay Cognitive Radio Network
    Miao Zhang, Kanapathippillai Cumanan, Jeyan Thiyagalingam, Yanqun Tang, Wei Wang, Zhiguo Ding, Octavia A. Dobre · 2021 · IEEE Transactions on Vehicular Technology
77. Implementation of Cyber Threat Intelligence Platform on Internet of Things (IoT) using TinyML Approach for Deceiving Cyber Invasion
    Abir Dutta, Shri Kant · 2021 · International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)
78. Design and implementation of iot integrated monitoring and control system of renewable energy in smart grid for sustainable computing network
    NP G. Bhavani, Ravi Kumar, Bhawani Sankar Panigrahi, Kishore Balasubramanian, B. Arunsundar, Zulkiflee Abdul-Samad, Abha Singh · 2022 · Sustainable Computing Informatics and Systems
79. Improving IoT Data Security and Integrity Using Lightweight Blockchain Dynamic Table
    Saleem S. Hameedi, Oğuz Bayat · 2022 · Applied Sciences
80. Deep Learning-Assisted Security and Privacy Provisioning in the Internet of Medical Things Systems: A Survey on Recent Advances
    Rambod Pakrooh, Abdollah Jabbari, Carol Fung · 2024 · IEEE Access
81. Enhanced intrusion detection framework for securing IoT network using principal component analysis and CNN
    Abdul Mazid, Sheeraz Kirmani, Manaullah Abid · 2024 · Information Security Journal A Global Perspective
82. Identification Techniques in the Internet of Things: Survey, Taxonomy and Research Frontier
    Chaimae Saadouni, Saad El Jaouhari, Nouredine Tamani, Soumia Ziti, Lina Mroueh, Karim El Bouchti · 2025 · IEEE Communications Surveys & Tutorials
83. FeCo: Boosting Intrusion Detection Capability in IoT Networks via Contrastive Learning
    Ning Wang, Shanghao Shi, Yimin Chen, Wenjing Lou, Y. Thomas Hou · 2025 · IEEE Transactions on Dependable and Secure Computing
84. A Lightweight Secure and Energy-Efficient Fog-Based Routing Protocol for Constraint Sensors Network
    Khalid Haseeb, Naveed Islam, Yasir Javed, Usman Tariq · 2020 · Energies
85. Internet of Things (IoT) Authentication and Access Control by Hybrid Deep Learning Method - A Study
    Joy Iong Zong Chen, Kong-Long Lai · 2021 · Journal of Soft Computing Paradigm
86. A Survey of Machine Learning Techniques for Video Quality Prediction from Quality of Delivery Metrics
    Obinna Izima, Ruairí de Fréin, Ali Malik · 2021 · Electronics
87. IoT Botnet Detection Based on Anomalies of Multiscale Time Series Dynamics
    João Batista Borges, João Paulo S. Medeiros, Luiz Paulo de Assis Barbosa, Heitor S. Ramos, Antônio A. F. Loureiro · 2022 · IEEE Transactions on Knowledge and Data Engineering
88. IoT-Based Multi-Sensor Healthcare Architectures and a Lightweight-Based Privacy Scheme
    Vassileios Aivaliotis, Kyriaki Tsantikidou, Nicolas Sklavos · 2022 · Sensors
89. Efficient adaptive deep neural network model for securing demand side management in IoT enabled smart grid
    Sri G Sivarajan, S. D. Sundarsingh Jebaseelan · 2022 · Renewable energy focus
90. Complex event processing for physical and cyber security in datacentres - recent progress, challenges and recommendations
    Khaled Abdulaziz Alaghbari, Mohamad Hanif Md Saad, Aini Hussain, Muhammad Raisul Alam · 2022 · Journal of Cloud Computing Advances Systems and Applications
91. DePTVM: Decentralized Pseudonym and Trust Value Management for Integrated Networks
    Gao Liu, Zheng Yan, Dongliang Wang, Haiguang Wang, Tieyan Li · 2023 · IEEE Transactions on Dependable and Secure Computing
92. BLOCKCHAIN-ENABLED SECURITY PROTOCOLS COMBINED WITH AI FOR SECURING NEXT-GENERATION INTERNET OF THINGS (IoT) NETWORKS
    Tonoy Kanti Chowdhury, Shaikat Biswas, Network Security Intern, Directed Labs & Coursework, Bangladesh · 2021
93. A Comprehensive Review of Communicative Language Teaching (CLT) in Modern Classrooms
    Muhammad Yusuf Salam, Yovan Luksfinanto · 2024 · Lingeduca Journal of Language and Education Studies
94. Protocol-Specific and Sensor Network-Inherited Attack Detection in IoT Using Machine Learning
    F. Zahra, Noor Zaman Jhanjhi, Navid Ali Khan, Sarfraz Nawaz Brohi, Mehedi Masud, Sultan Aljahdali · 2022 · Applied Sciences
95. Decision Tree with Pearson Correlation-based Recursive Feature Elimination Model for Attack Detection in IoT Environment
    A. Padmashree, Krishnamoorthi Murugasamy · 2022 · Information Technology And Control
96. A Cyber-Physical System to Detect IoT Security Threats of a Smart Home Heterogeneous Wireless Sensor Node
    AKM Jahangir Alam Majumder, Charles B. Veilleux, Jared D. Miller · 2020 · IEEE Access
97. Intrusion Detection in IoT Using Deep Residual Networks with Attention Mechanisms
    Bo Cui, Yachao Chai, Zhen Yang, Keqin Li · 2024 · Future Internet
98. An SDN-based Hybrid-DL-driven cognitive intrusion detection system for IoT ecosystem
    Fazal Wahab, Anwar Shah, Imran Khan, Bahar Ali, Muhammad Adnan · 2024 · Computers & Electrical Engineering
99. Toward General Industrial Intelligence: A Survey of Large Models as a Service in Industrial IoT
    Jianhua Tang, Jiao Chen, Jiayi He, Fangfang Chen, Zuohong Lv, Guangjie Han, Zuozhu Liu, Howard Hua Yang, Weihua Li · 2025 · IEEE Communications Surveys & Tutorials
100. HSAS-MD Analyzer: A Hybrid Security Analysis System Using Model-Checking Technique and Deep Learning for Malware Detection in IoT Apps
     Alyaa A. Hamza, Islam Tharwat Abdel Halim, Mohamed Sobh, Ayman Mohammad Bahaa-Eldin · 2022 · Sensors