Mohammed M. Alani

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 36

Top Topics

Intrusion Detection

Transportation Systems

Top Venues

J. Reliab. Intell. Environ.

Comput. Networks

Publications

Mohammed M. Alani
HoneyTwin: Securing smart cities with machine learning-enabled SDN edge and cloud-based honeypots. J. Parallel Distributed Comput. 188 (2024)
Mohammed M. Alani, Atefeh Mashatan, Ali Miri
Building Detection-Resistant Reconnaissance Attacks Based on Adversarial Explainability. CPSS@AsiaCCS (2024)
Mohammed M. Alani, Atefeh Mashatan, Ali Miri
Adversarial Explainability: Utilizing Explainable Machine Learning in Bypassing IoT Botnet Detection Systems. CoRR (2023)
Mohammed M. Alani, Atefeh Mashatan, Ali Miri
Forensic Identification of Android Trojans Using Stacked Ensemble of Deep Neural Networks. ACNS Workshops (2023)
Mohammed M. Alani, Ali Ismail Awad
An Intelligent Two-Layer Intrusion Detection System for the Internet of Things. IEEE Trans. Ind. Informatics 19 (1) (2023)
Mohammed M. Alani, Thar Baker
A Survey of Smart Grid Intrusion Detection Datasets. Intelligent Environments (Workshops) (2023)
Mohammed M. Alani
An explainable efficient flow-based Industrial IoT intrusion detection system. Comput. Electr. Eng. 108 (2023)
Mohammed M. Alani, Atefeh Mashatan, Ali Miri
XMal: A lightweight memory-based explainable obfuscated-malware detector. Comput. Secur. 133 (2023)
Mohammed M. Alani, Atefeh Mashatan, Ali Miri
Explainable Ensemble-Based Detection of Cyber Attacks on Internet of Medical Things. DASC/PiCom/CBDCom/CyberSciTech (2023)
Mohammed M. Alani, Atefeh Mashatan, Ali Miri
XMeDNN: An Explainable Deep Neural Network System for Intrusion Detection in Internet of Medical Things. ICISSP (2023)
Mohammed M. Alani, Lara Mauri, Ernesto Damiani
A two-stage cyber attack detection and classification system for smart grids. Internet Things 24 (2023)
Mohammed M. Alani, Ernesto Damiani
XRecon: An Explainbale IoT Reconnaissance Attack Detection System Based on Ensemble Learning. Sensors 23 (11) (2023)
Mohammed M. Alani, Ali Ismail Awad, Ezedin Barka
ARP-PROBE: An ARP spoofing detector for Internet of Things networks using explainable deep learning. Internet Things 23 (2023)
Mohammed M. Alani, Hissam Tawfik
PhishNot: A Cloud-Based Machine-Learning Approach to Phishing URL Detection. Comput. Networks 218 (2022)
Mohammed M. Alani, Ernesto Damiani, Uttam Ghosh
DeepIIoT: An Explainable Deep Learning Based Intrusion Detection System for Industrial IOT. ICDCS Workshops (2022)
Mohammed M. Alani, Ali Ismail Awad
AdStop: Efficient flow-based mobile adware detection using machine learning. Comput. Secur. 117 (2022)
Mohammed M. Alani
BotStop : Packet-based efficient and explainable IoT botnet detection using machine learning. Comput. Commun. 193 (2022)
Mohammed M. Alani
IoTProtect: A Machine-Learning Based IoT Intrusion Detection System. CSP (2022)
Mohammed M. Alani, Ali Miri
Towards an Explainable Universal Feature Set for IoT Intrusion Detection. Sensors 22 (15) (2022)
Mohammed M. Alani, Ali Ismail Awad
PAIRED: An Explainable Lightweight Android Malware Detection System. IEEE Access 10 (2022)
Thar Baker, Muhammad Asim, Hezekiah Samwini, Nauman Shamim, Mohammed M. Alani, Rajkumar Buyya
A blockchain-based Fog-oriented lightweight framework for smart public vehicular transportation systems. Comput. Networks 203 (2022)
Abeer Abdullah Alsadhan, Abir Hussain, Panos Liatsis, Mohammed M. Alani, Hissam Tawfik, Phillip Kendrick, Hulya Francis
Locally weighted classifiers for detection of neighbor discovery protocol distributed denial-of-service and replayed attacks. Trans. Emerg. Telecommun. Technol. 33 (3) (2022)
Mohammed M. Alani
Implementation-Oriented Feature Selection in UNSW-NB15 Intrusion Detection Dataset. ISDA (2021)
Mohammed M. Alani
Big data in cybersecurity: a survey of applications and future trends. J. Reliab. Intell. Environ. 7 (2) (2021)
Mohammed M. Alani
On Recent Security Issues in Machine Learning. SoftCOM (2020)
Mohammed M. Alani, Muath Alrammal, Munir Naveed
Implementing IoT Lottery on Data Encryption Standard. J. Commun. 15 (10) (2020)
Hissam Tawfik, Jia Hu, Kevin Kam Fung Yuen, Mohammed M. Alani, Nektarios Georgalas
Special issue on security, usability and sustainability of smart cities. J. Reliab. Intell. Environ. 6 (1) (2020)
Obinna Anya, Hissam Tawfik, Mohammed M. Alani, Jia Hu
Cybersecurity design considerations for cross-boundary clinical decision support. J. Reliab. Intell. Environ. 5 (2) (2019)
Mohammed M. Alani
Applications of machine learning in cryptography: a survey. ICCSP (2019)
Mohammed M. Alani
Applications of Machine Learning in Cryptography: A Survey. CoRR (2019)
Mohamed Alloghani, Mohammed M. Alani, Dhiya Al-Jumeily, Thar Baker, Jamila Mustafina, Abir Hussain, Ahmed J. Aljaaf
A systematic review on the status and progress of homomorphic encryption technologies. J. Inf. Secur. Appl. 48 (2019)
Mohammed M. Alani
IoT Lotto: Utilizing IoT Devices in Brute-Force Attacks. CoRR (2018)
Abeer Abdullah Alsadhan, Abir Hussain, Mohammed M. Alani
Detecting NDP Distributed Denial of Service Attacks Using Machine Learning Algorithm Based on Flow-Based Representation. DeSE (2018)
Mohammed M. Alani
IoT Lotto: Utilizing IoT Devices in Brute-Force Attacks. ICIT (2018)
Mohammed M. Alani
Prioritizing Cloud Security Controls. AWICT (2017)
Mohammed M. Alani
Android Users Privacy Awareness Survey. Int. J. Interact. Mob. Technol. 11 (3) (2017)
Mohammed M. Alani
MANET security: A survey. ICCSCE (2014)
Mohammed M. Alani
Neuro-cryptanalysis of DES. WorldCIS (2012)
Mohammed M. Alani
Neuro-Cryptanalysis of DES and Triple-DES. ICONIP (5) (2012)