Mahdi Rabbani

According to our database, Mahdi Rabbani authored at least 31 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

An Efficient Unsupervised Federated Learning Approach for Anomaly Detection in Heterogeneous IoT Networks.

Mohsen Tajgardan, Atena Shiranzaei, Mahdi Rabbani, Reza Khoshkangini, Mahtab Jamali

CoRR, February, 2026

A Lightweight Defense Mechanism against Next Generation of Phishing Emails using Distilled Attention-Augmented BiLSTM.

Morteza Eskandarian, Mahdi Rabbani, Arun Kaniyamattam, Fatemeh Nejati, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Ali A. Ghorbani, Sajjad Dadkhah

CoRR, February, 2026

Security Threat Modeling for Emerging AI-Agent Protocols: A Comparative Analysis of MCP, A2A, Agora, and ANP.

Zeynab Anbiaee, Mahdi Rabbani, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Ali A. Ghorbani, Sajjad Dadkhah

CoRR, February, 2026

CIC-Trap4Phish: A Unified Multi-Format Dataset for Phishing and Quishing Attachment Detection.

Fatemeh Nejati, Mahdi Rabbani, Morteza Eskandarian, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Ali A. Ghorbani, Sajjad Dadkhah

CoRR, February, 2026

URL2Path: A Robust Graph Learning Approach for Malicious URL Detection.

Mahdi Rabbani, Morteza Eskandarian, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Rongxing Lu, Sajjad Dadkhah

IEEE Trans. Reliab., 2026

Evaluating Generative Reasoning Models for Credential Tweaking and Lightweight Client-Side Defense in IoT Ecosystems.

Erika Thea Ajes, Mahdi Rabbani, Zeynab Anbiaee, Rongxing Lu, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Sajjad Dadkhah

IEEE Internet Things J., 2026

Design and evaluation of a robust and explainable intrusion detection framework for 5G/B5G networks.

Nasim Nezhadsistani, Mohsen Tajgardan, Mahdi Rabbani, Weijie Niu, Burkhard Stiller

Comput. Networks, 2026

2025

A lightweight IoT device identification using enhanced behavioral-based features.

Mahdi Rabbani, Jinkun Gui, Zeming Zhou, Fatemeh Nejati, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Rongxing Lu, Ali A. Ghorbani

Peer Peer Netw. Appl., April, 2025

Recent Advances in Malware Detection: Graph Learning and Explainability.

Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Hesamodin Mohammadian, Mahdi Rabbani, Samuel Ansong, Griffin Higgins, Ali A. Ghorbani

CoRR, February, 2025

Device Identification and Anomaly Detection in IoT Environments.

Mahdi Rabbani, Jinkun Gui, Fatemeh Nejati, Zeming Zhou, Arun Kaniyamattam, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Rongxing Lu, Ali A. Ghorbani

IEEE Internet Things J., 2025

NADSA: A Novel Approach for Detection of Sinkhole Attacks Based on RPL Protocol in 6LowPAN Network.

Atena Shiranzaei, Emad Alizadeh, Mahdi Rabbani, Sajjad Bagheri Baba Ahmadi, Mohsen Tajgardan

Comput. Mater. Continua, 2025

Advanced Stock Market Prediction Using Unsupervised Federated Learning Techniques.

Mohsen Tajgardan, Atena Shiranzaei, Mahtab Jamali, Reza Khoshkangini, Mahdi Rabbani

Proceedings of the 29th International Computer Conference, Computer Society of Iran, 2025

2024

A Graph Learning-Based Approach for Lateral Movement Detection.

Mahdi Rabbani, Leila Rashidi, Ali A. Ghorbani

IEEE Trans. Netw. Serv. Manag., October, 2024

A Fault Forecasting Approach Using Two-Dimensional Optimization.

Mohsen Tajgardan, Reza Khoshkangini, Abbas Orand, Mahdi Rabbani

Proceedings of the 10th IEEE World Forum on Internet of Things, 2024

2023

A Snapshot-Stacked Ensemble and Optimization Approach for Vehicle Breakdown Prediction.

Reza Khoshkangini, Mohsen Tajgardan, Jens Lundström, Mahdi Rabbani, Daniel Tegnered

Sensors, 2023

2021

Recommendation system based on semantic scholar mining and topic modeling on conference publications.

Hamed Jelodar, Yongli Wang, Gang Xiao, Mahdi Rabbani, Ruxin Zhao, Seyedvalyallah Ayobi, Peng Hu, Isma Masood

Soft Comput., 2021

A NLP framework based on meaningful latent-topic detection and sentiment analysis via fuzzy lattice reasoning on youtube comments.

Hamed Jelodar, Yongli Wang, Mahdi Rabbani, Sajjad Bagheri Baba Ahmadi, Lynda Boukela, Ruxin Zhao, Raja Sohail Ahmed Larik

Multim. Tools Appl., 2021

A Review on Machine Learning Approaches for Network Malicious Behavior Detection in Emerging Technologies.

Mahdi Rabbani, Yongli Wang, Reza Khoshkangini, Hamed Jelodar, Ruxin Zhao, Sajjad Bagheri Baba Ahmadi, Seyedvalyallah Ayobi

Entropy, 2021

An intelligent and blind dual color image watermarking for authentication and copyright protection.

Sajjad Bagheri Baba Ahmadi, Gongxuan Zhang, Mahdi Rabbani, Lynda Boukela, Hamed Jelodar

Appl. Intell., 2021

2020

Selfish herd optimization algorithm based on chaotic strategy for adaptive IIR system identification problem.

Ruxin Zhao, Yongli Wang, Chang Liu, Peng Hu, Hamed Jelodar, Chi Yuan, Yanchao Li, Isma Masood, Mahdi Rabbani, Hao Li, Bo Li

Soft Comput., 2020

A hybrid machine learning approach for malicious behaviour detection and recognition in cloud computing.

Mahdi Rabbani, Yongli Wang, Reza Khoshkangini, Hamed Jelodar, Ruxin Zhao, Peng Hu

J. Netw. Comput. Appl., 2020

A Collaborative Framework Based for Semantic Patients-Behavior Analysis and Highlight Topics Discovery of Alcoholic Beverages in Online Healthcare Forums.

Hamed Jelodar, Yongli Wang, Mahdi Rabbani, Gang Xiao, Ruxin Zhao

J. Medical Syst., 2020

A Hybrid Fuzzy System via Topic Model for Recommending Highlight Topics of CQA in Developer Communities.

Hamed Jelodar, Yongli Wang, Ahmadreza Vajdi, Mahdi Rabbani, Ruxin Zhao, Lynda Boukela, Hao Li

J. Circuits Syst. Comput., 2020

A Survey on Smartphones Security: Software Vulnerabilities, Malware, and Attacks.

Milad Taleby Ahvanooey, Qianmu Li, Mahdi Rabbani, Ahmed Raza Rajput

CoRR, 2020

Discrete selfish herd optimizer for solving graph coloring problem.

Ruxin Zhao, Yongli Wang, Chang Liu, Peng Hu, Hamed Jelodar, Mahdi Rabbani, Hao Li

Appl. Intell., 2020

A Lightweight Blockchain-Based Trust Model for Smart Vehicles in VANETs.

Seyedvalyallah Ayobi, Yongli Wang, Mahdi Rabbani, Ali Dorri, Hamed Jelodar, Hucheng Huang, Siamak Yarmohammadi

Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2020

2019

Natural Language Processing via LDA Topic Model in Recommendation Systems.

Hamed Jelodar, Yongli Wang, Mahdi Rabbani, Seyedvalyallah Ayobi

CoRR, 2019

Selfish herds optimization algorithm with orthogonal design and information update for training multi-layer perceptron neural network.

Ruxin Zhao, Yongli Wang, Peng Hu, Hamed Jelodar, Chi Yuan, Yanchao Li, Isma Masood, Mahdi Rabbani

Appl. Intell., 2019

2018

A survey of real-time approximate nearest neighbor query over streaming data for fog computing.

Xiaohui Jiang, Peng Hu, Yanchao Li, Chi Yuan, Isma Masood, Hamed Jelodar, Mahdi Rabbani, Yongli Wang

J. Parallel Distributed Comput., 2018

Recommendation System based on Semantic Scholar Mining and Topic modeling: A behavioral analysis of researchers from six conferences.

Hamed Jelodar, Yongli Wang, Mahdi Rabbani, Ruxin Zhao, Seyedvalyallah Ayobi, Peng Hu, Isma Masood

CoRR, 2018

2015

Hand Drawn Optical Circuit Recognition.

Mahdi Rabbani, Reza Khoshkangini, H. S. Nagendraswamy, Mauro Conti

Proceedings of the Proceeding of the Seventh International Conference on Intelligent Human Computer Interaction, 2015