Mohammed M. Alani

49 papers B 1C 4Misc 2Journal 26Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Explainable AI-Based Intrusion Detection Systems for Industry 5.0 and Adversarial XAI: A Systematic Review. Inf. Naseem Khan, Kashif Ahmad, Aref Al-Tamimi, Mohammed M. Alani, Amine Bermak, Issa Khalil
2024	Misc	`conf`	A Hybrid Ensemble Learning-Based Intrusion Detection System for the Internet of Things. CSR Mohammed M. Alani, Ali Ismail Awad, Ezedin Barka
2024	J	`jnl`	Behavioral Analysis of Android Riskware Families Using Clustering and Explainable Machine Learning. Big Data Cogn. Comput. Mohammed M. Alani, Moatsum Alawida
2024	—	`conf`	Building Detection-Resistant Reconnaissance Attacks Based on Adversarial Explainability. CPSS@AsiaCCS Mohammed M. Alani, Atefeh Mashatan, Ali Miri
2024	J	`jnl`	Explainable AI-based Intrusion Detection System for Industry 5.0: An Overview of the Literature, associated Challenges, the existing Solutions, and Potential Research Directions. CoRR Naseem Khan, Kashif Ahmad, Aref Al-Tamimi, Mohammed M. Alani, Amine Bermak, Issa Khalil
2024	J	`jnl`	HoneyTwin: Securing smart cities with machine learning-enabled SDN edge and cloud-based honeypots. J. Parallel Distributed Comput. Mohammed M. Alani
2024	C	`conf`	Network-Based Multi-Protocol Attack Detection in Internet-of-Medical-Things Using Explainable Machine Learning. DeSE Mohammed M. Alani
2023	B	`conf`	A Survey of Smart Grid Intrusion Detection Datasets. Intelligent Environments (Workshops) Mohammed M. Alani, Thar Baker
2023	J	`jnl`	A two-stage cyber attack detection and classification system for smart grids. Internet Things Mohammed M. Alani, Lara Mauri, Ernesto Damiani
2023	J	`jnl`	ARP-PROBE: An ARP spoofing detector for Internet of Things networks using explainable deep learning. Internet Things Mohammed M. Alani, Ali Ismail Awad, Ezedin Barka
2023	J	`jnl`	Adversarial Explainability: Utilizing Explainable Machine Learning in Bypassing IoT Botnet Detection Systems. CoRR Mohammed M. Alani, Atefeh Mashatan, Ali Miri
2023	J	`jnl`	An Intelligent Two-Layer Intrusion Detection System for the Internet of Things. IEEE Trans. Ind. Informatics Mohammed M. Alani, Ali Ismail Awad
2023	J	`jnl`	An explainable efficient flow-based Industrial IoT intrusion detection system. Comput. Electr. Eng. Mohammed M. Alani
2023	—	`conf`	Explainable Ensemble-Based Detection of Cyber Attacks on Internet of Medical Things. DASC/PiCom/CBDCom/CyberSciTech Mohammed M. Alani, Atefeh Mashatan, Ali Miri
2023	—	`conf`	Forensic Identification of Android Trojans Using Stacked Ensemble of Deep Neural Networks. ACNS Workshops Mohammed M. Alani, Atefeh Mashatan, Ali Miri
2023	J	`jnl`	XMal: A lightweight memory-based explainable obfuscated-malware detector. Comput. Secur. Mohammed M. Alani, Atefeh Mashatan, Ali Miri
2023	C	`conf`	XMeDNN: An Explainable Deep Neural Network System for Intrusion Detection in Internet of Medical Things. ICISSP Mohammed M. Alani, Atefeh Mashatan, Ali Miri
2023	J	`jnl`	XRecon: An Explainbale IoT Reconnaissance Attack Detection System Based on Ensemble Learning. Sensors Mohammed M. Alani, Ernesto Damiani
2022	J	`jnl`	A blockchain-based Fog-oriented lightweight framework for smart public vehicular transportation systems. Comput. Networks Thar Baker, Muhammad Asim, Hezekiah Samwini, Nauman Shamim, Mohammed M. Alani, Rajkumar Buyya
2022	J	`jnl`	AdStop: Efficient flow-based mobile adware detection using machine learning. Comput. Secur. Mohammed M. Alani, Ali Ismail Awad
2022	J	`jnl`	BotStop : Packet-based efficient and explainable IoT botnet detection using machine learning. Comput. Commun. Mohammed M. Alani
2022	—	`conf`	DeepIIoT: An Explainable Deep Learning Based Intrusion Detection System for Industrial IOT. ICDCS Workshops Mohammed M. Alani, Ernesto Damiani, Uttam Ghosh
2022	—	`conf`	IoTProtect: A Machine-Learning Based IoT Intrusion Detection System. CSP Mohammed M. Alani
2022	J	`jnl`	Locally weighted classifiers for detection of neighbor discovery protocol distributed denial-of-service and replayed attacks. Trans. Emerg. Telecommun. Technol. Abeer Abdullah Alsadhan, Abir Hussain, Panos Liatsis, Mohammed M. Alani, Hissam Tawfik, Phillip Kendrick, Hulya Francis
2022	J	`jnl`	PAIRED: An Explainable Lightweight Android Malware Detection System. IEEE Access Mohammed M. Alani, Ali Ismail Awad
2022	J	`jnl`	PhishNot: A Cloud-Based Machine-Learning Approach to Phishing URL Detection. Comput. Networks Mohammed M. Alani, Hissam Tawfik
2022	J	`jnl`	Towards an Explainable Universal Feature Set for IoT Intrusion Detection. Sensors Mohammed M. Alani, Ali Miri
2021	J	`jnl`	Big data in cybersecurity: a survey of applications and future trends. J. Reliab. Intell. Environ. Mohammed M. Alani
2021	C	`conf`	Implementation-Oriented Feature Selection in UNSW-NB15 Intrusion Detection Dataset. ISDA Mohammed M. Alani
2020	J	`jnl`	Implementing IoT Lottery on Data Encryption Standard. J. Commun. Mohammed M. Alani, Muath Alrammal, Munir Naveed
2020	Misc	`conf`	On Recent Security Issues in Machine Learning. SoftCOM Mohammed M. Alani
2020	J	`jnl`	Special issue on security, usability and sustainability of smart cities. J. Reliab. Intell. Environ. Hissam Tawfik, Jia Hu, Kevin Kam Fung Yuen, Mohammed M. Alani, Nektarios Georgalas
2019	J	`jnl`	A systematic review on the status and progress of homomorphic encryption technologies. J. Inf. Secur. Appl. Mohamed Alloghani, Mohammed M. Alani, Dhiya Al-Jumeily, Thar Baker, Jamila Mustafina, Abir Hussain, Ahmed J. Aljaaf
2019	J	`jnl`	Applications of Machine Learning in Cryptography: A Survey. CoRR Mohammed M. Alani
2019	—	`conf`	Applications of machine learning in cryptography: a survey. ICCSP Mohammed M. Alani
2019	J	`jnl`	Cybersecurity design considerations for cross-boundary clinical decision support. J. Reliab. Intell. Environ. Obinna Anya, Hissam Tawfik, Mohammed M. Alani, Jia Hu
2018	—	`book`	Applications of Big Data Analytics, Trends, Issues, and Challenges. Applications of Big Data Analytics Mohammed M. Alani, Hissam Tawfik, Mohammed Saeed, Obinna Anya
2018	C	`conf`	Detecting NDP Distributed Denial of Service Attacks Using Machine Learning Algorithm Based on Flow-Based Representation. DeSE Abeer Abdullah Alsadhan, Abir Hussain, Mohammed M. Alani
2018	—	`conf`	IoT Lotto: Utilizing IoT Devices in Brute-Force Attacks. ICIT Mohammed M. Alani
2018	J	`jnl`	IoT Lotto: Utilizing IoT Devices in Brute-Force Attacks. CoRR Mohammed M. Alani
2017	J	`jnl`	Android Users Privacy Awareness Survey. Int. J. Interact. Mob. Technol. Mohammed M. Alani
2017	—	`book`	Guide to Cisco Routers Configuration - Becoming a Router Geek, Second Edition Mohammed M. Alani
2017	—	`conf`	Prioritizing Cloud Security Controls. AWICT Mohammed M. Alani
2016	—	`book`	Elements of Cloud Computing Security - A Survey of Key Practicalities Mohammed M. Alani
2014	—	`book`	Guide to OSI and TCP/IP Models Mohammed M. Alani
2014	—	`conf`	MANET security: A survey. ICCSCE Mohammed M. Alani
2012	—	`book`	Guide to Cisco Routers Configuration - Becoming a Router Geek. Mohammed M. Alani
2012	—	`conf`	Neuro-Cryptanalysis of DES and Triple-DES. ICONIP (5) Mohammed M. Alani
2012	—	`conf`	Neuro-cryptanalysis of DES. WorldCIS Mohammed M. Alani