Abdun Naser Mahmood

81 papers A 1B 3C 2Journal 56Unranked 17

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Secure Federated Learning Framework for Residential Short-Term Load Forecasting. IEEE Trans. Smart Grid Muhammad Akbar Husnoo, Adnan Anwar, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
2024	J	`jnl`	A Survey of Recent Advances in Deep Learning Models for Detecting Malware in Desktop and Mobile Platforms. ACM Comput. Surv. Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
2024	J	`jnl`	A systematic literature review on Windows malware detection: Techniques, research issues, and future directions. J. Syst. Softw. Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
2024	J	`jnl`	Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach. CoRR Muhammad Akbar Husnoo, Adnan Anwar, Md. Enamul Haque, Abdun Naser Mahmood
2024	J	`jnl`	EarlyMalDetect: A Novel Approach for Early Windows Malware Detection Based on Sequences of API Calls. CoRR Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
2024	J	`jnl`	MeMalDet: A memory analysis-based malware detection framework using deep autoencoders and stacked ensemble under temporal evaluations. Comput. Secur. Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
2023	J	`jnl`	A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids. ACM Comput. Surv. Haftu Tasew Reda, Adnan Anwar, Abdun Naser Mahmood, Zahir Tari
2023	J	`jnl`	API-MalDetect: Automated malware detection framework for windows based on API calls and deep learning techniques. J. Netw. Comput. Appl. Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
2023	J	`jnl`	False data injection threats in active distribution systems: A comprehensive survey. Future Gener. Comput. Syst. Muhammad Akbar Husnoo, Adnan Anwar, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
2023	—	`conf`	FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack Discrimination. INFOCOM Workshops Muhammad Akbar Husnoo, Adnan Anwar, Haftu Tasew Reda, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
2023	J	`jnl`	FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack Discrimination. CoRR Muhammad Akbar Husnoo, Adnan Anwar, Haftu Tasew Reda, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
2023	J	`jnl`	FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack Discrimination. CoRR Muhammad Akbar Husnoo, Adnan Anwar, Haftu Tasew Reda, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
2022	J	`jnl`	A Secure Federated Learning Framework for Residential Short Term Load Forecasting. CoRR Muhammad Akbar Husnoo, Adnan Anwar, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
2022	J	`jnl`	A Survey of Recent Advances in Deep Learning Models for Detecting Malware in Desktop and Mobile Platforms. CoRR Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
2022	J	`jnl`	A study on malicious software behaviour analysis and detection techniques: Taxonomy, current trends and challenges. Future Gener. Comput. Syst. Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
2022	J	`jnl`	FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers. CoRR Muhammad Akbar Husnoo, Adnan Anwar, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
2022	J	`jnl`	MalDetConv: Automated Behaviour-based Malware Detection Framework Based on Natural Language Processing and Deep Learning Techniques. CoRR Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
2021	J	`jnl`	A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grid. CoRR Haftu Tasew Reda, Adnan Anwar, Abdun Naser Mahmood, Zahir Tari
2021	J	`jnl`	A Taxonomy of Supervised Learning for IDSs in SCADA Environments. ACM Comput. Surv. Jakapan Suaboot, Adil Fahad, Zahir Tari, John C. Grundy, Abdun Naser Mahmood, Abdulmohsen Almalawi, Albert Y. Zomaya, Khalil Drira
2021	J	`jnl`	An Architecture and Performance Evaluation of Blockchain-Based Peer-to-Peer Energy Trading. IEEE Trans. Smart Grid Juhar Ahmed Abdella, Zahir Tari, Adnan Anwar, Abdun Naser Mahmood, Fengling Han
2021	J	`jnl`	False Data Injection Threats in Active Distribution Systems: A Comprehensive Survey. CoRR Muhammad Akbar Husnoo, Adnan Anwar, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
2021	—	`conf`	Two-Tier Cache-Aided Full-Duplex Content Delivery in Satellite-Terrestrial Networks. CSoNet Quynh Tu Ngo, Khoa Tran Phan, Wei Xiang, Abdun Naser Mahmood, Jill Slay
2020	J	`jnl`	A Spatiotemporal Data Summarization Approach for Real-Time Operation of Smart Grid. IEEE Trans. Big Data Zubair Shah, Adnan Anwar, Abdun Naser Mahmood, Zahir Tari, Albert Y. Zomaya
2020	J	`jnl`	Firefly-inspired stochastic resonance for spectrum sensing in CR-based IoT communications. Neural Comput. Appl. Haftu Tasew Reda, Abdun Naser Mahmood, Abebe Abeshu Diro, Naveen K. Chilamkurti, Suresh Kallam
2020	J	`jnl`	Lightweight Authenticated-Encryption Scheme for Internet of Things Based on Publish-Subscribe Communication. IEEE Access Abebe Abeshu Diro, Haftu Reda, Naveen K. Chilamkurti, Abdun Naser Mahmood, Noor Zaman, Yunyoung Nam
2020	J	`jnl`	Microaggregation Sorting Framework for K-Anonymity Statistical Disclosure Control in Cloud Computing. IEEE Trans. Cloud Comput. Md. Enamul Kabir, Abdun Naser Mahmood, Hua Wang, Abdul K. Mustafa
2020	J	`jnl`	Sub-curve HMM: A malware detection approach based on partial analysis of API call sequences. Comput. Secur. Jakapan Suaboot, Zahir Tari, Abdun Naser Mahmood, Albert Y. Zomaya, Wei Li
2020	J	`jnl`	TON_IoT Telemetry Dataset: A New Generation Dataset of IoT and IIoT for Data-Driven Intrusion Detection Systems. IEEE Access Abdullah Alsaedi, Nour Moustafa, Zahir Tari, Abdun Naser Mahmood, Adnan Anwar
2019	J	`jnl`	A survey of privacy preserving schemes in IoE enabled Smart Grid Advanced Metering Infrastructure. Clust. Comput. Sanket Desai, Rabei Alhadad, Naveen K. Chilamkurti, Abdun Naser Mahmood
2019	J	`jnl`	Multi-State Energy Classifier to Evaluate the Performance of the NILM Algorithm. Sensors Sanket Desai, Rabei Alhadad, Abdun Naser Mahmood, Naveen K. Chilamkurti, Seungmin Rho
2018	J	`jnl`	Computing Hierarchical Summary from Two-Dimensional Big Data Streams. IEEE Trans. Parallel Distributed Syst. Zubair Shah, Abdun Naser Mahmood, Michael Barlow, Zahir Tari, Xun Yi, Albert Y. Zomaya
2017	J	`jnl`	A Technique for Efficient Query Estimation over Distributed Data Streams. IEEE Trans. Parallel Distributed Syst. Zubair Shah, Abdun Naser Mahmood, Zahir Tari, Albert Y. Zomaya
2017	J	`jnl`	Ensuring Data Integrity of OPF Module and Energy Database by Detecting Changes in Power Flow Patterns in Smart Grids. IEEE Trans. Ind. Informatics Adnan Anwar, Abdun Naser Mahmood, Zahir Tari
2017	J	`jnl`	HPC-Based Intelligent Volt/VAr Control of Unbalanced Distribution Smart Grid in the Presence of Noise. IEEE Trans. Smart Grid Adnan Anwar, Abdun Naser Mahmood, Javid Taheri, Zahir Tari, Albert Y. Zomaya
2017	J	`jnl`	Modeling and performance evaluation of stealthy false data injection attacks on smart grid in the presence of corrupted measurements. J. Comput. Syst. Sci. Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
2016	J	`jnl`	A survey of anomaly detection techniques in financial domain. Future Gener. Comput. Syst. Mohiuddin Ahmed, Abdun Naser Mahmood, Md. Rafiqul Islam
2016	J	`jnl`	A survey of network anomaly detection techniques. J. Netw. Comput. Appl. Mohiuddin Ahmed, Abdun Naser Mahmood, Jiankun Hu
2016	—	`conf`	Computing Hierarchical Summary of the Data Streams. PAKDD (2) Zubair Shah, Abdun Naser Mahmood, Michael Barlow
2016	—	`conf`	Data-Driven Stealthy Injection Attacks on Smart Grid with Incomplete Measurements. PAISI Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
2016	—	`conf`	Estimation of smart grid topology using SCADA measurements. SmartGridComm Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
2016	J	`jnl`	Modeling and performance evaluation of stealthy false data injection attacks on smart grid in the presence of corrupted measurements. CoRR Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
2015	A	`conf`	A Data-Driven Approach to Distinguish Cyber-Attacks from Physical Faults in a Smart Grid. CIKM Adnan Anwar, Abdun Naser Mahmood, Zubair Shah
2015	J	`jnl`	An Efficient Technique for Network Traffic Summarization using Multiview Clustering and Statistical Sampling. EAI Endorsed Trans. Scalable Inf. Syst. Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher
2015	J	`jnl`	An Investigation of Performance Analysis of Anomaly Detection Techniques for Big Data in SCADA Systems. EAI Endorsed Trans. Ind. Networks Intell. Syst. Mohiuddin Ahmed, Adnan Anwar, Abdun Naser Mahmood, Zubair Shah, Michael J. Maher
2015	J	`jnl`	Computing discounted multidimensional hierarchical aggregates using modified Misra Gries algorithm. Perform. Evaluation Zubair Shah, Abdun Naser Mahmood, Michael Barlow
2015	J	`jnl`	Identification of vulnerable node clusters against false data injection attack in an AMI based Smart Grid. Inf. Syst. Adnan Anwar, Abdun Naser Mahmood, Zahir Tari
2014	—	`conf`	A Novel Approach for Network Traffic Summarization. Infoscale Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher
2014	—	`conf`	A summarization paradigm for big data. IEEE BigData Zubair Shah, Abdun Naser Mahmood
2014	—	`conf`	An Efficient Approach for Complex Data Summarization Using Multiview Clustering. Infoscale Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher
2014	J	`jnl`	Cyber Security of Smart Grid Infrastructure. CoRR Adnan Anwar, Abdun Naser Mahmood
2014	J	`jnl`	Enhanced Estimation of Autoregressive Wind Power Prediction Model Using Constriction Factor Particle Swarm Optimization. CoRR Adnan Anwar, Abdun Naser Mahmood
2014	—	`conf`	False Data Injection Attack Targeting the LTC Transformers to Disrupt Smart Grid Operation. SecureComm (2) Adnan Anwar, Abdun Naser Mahmood, Mohiuddin Ahmed
2014	—	`conf`	Forensic Potentials of Solid State Drives. SecureComm (2) Zubair Shah, Abdun Naser Mahmood, Jill Slay
2014	—	`conf`	Heart Disease Diagnosis Using Co-clustering. Infoscale Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher
2014	—	`conf`	Network Traffic Pattern Analysis Using Improved Information Theoretic Co-clustering Based Collective Anomaly Detection. SecureComm (2) Mohiuddin Ahmed, Abdun Naser Mahmood
2014	—	`conf`	Novel Iterative Min-Max Clustering to Minimize Information Loss in Statistical Disclosure Control. SecureComm (2) Abdun Naser Mahmood, Md. Enamul Kabir, Abdul K. Mustafa
2014	J	`jnl`	PPFSCADA: Privacy preserving framework for SCADA data publishing. Future Gener. Comput. Syst. Adil Fahad, Zahir Tari, Abdulmohsen Almalawi, Andrzej Goscinski, Ibrahim Khalil, Abdun Naser Mahmood
2014	J	`jnl`	Predicting dependences using domain-based coupling. J. Softw. Evol. Process. Amir Aryani, Fabrizio Perin, Mircea Lungu, Abdun Naser Mahmood, Oscar Nierstrasz
2014	J	`jnl`	Swarm Intelligence Based Multi-phase OPF For Peak Power Loss Reduction In A Smart Grid. CoRR Adnan Anwar, Abdun Naser Mahmood
2014	J	`jnl`	Uncertainty And Evolutionary Optimization: A Novel Approach. CoRR Maumita Bhattacharya, Md. Rafiqul Islam, Abdun Naser Mahmood
2014	J	`jnl`	Vulnerabilities of Smart Grid State Estimation against False Data Injection Attack. CoRR Adnan Anwar, Abdun Naser Mahmood
2013	J	`jnl`	A Probabilistic Model to Predict the Survivability of SCADA Systems. IEEE Trans. Ind. Informatics Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari
2013	—	`conf`	Software Clustering Using Automated Feature Subset Selection. ADMA (2) Zubair Shah, Rashid Naseem, Mehmet A. Orgun, Abdun Naser Mahmood, Sara Shahzad
2013	—	`conf`	Subset Selection Classifier (SSC): A Training Set Reduction Method. CSE Zubair Shah, Abdun Naser Mahmood, Mehmet A. Orgun, M. Hadi Mashinchi
2012	C	`conf`	New Multi-dimensional Sorting Based K-Anonymity Microaggregation for Statistical Disclosure Control. SecureComm Abdun Naser Mahmood, Md. Enamul Kabir, Abdul K. Mustafa
2011	J	`jnl`	A clustering based system for instant detection of cardiac abnormalities from compressed ECG. Expert Syst. Appl. Fahim K. Sufi, Ibrahim Khalil, Abdun Naser Mahmood
2011	—	`conf`	Can We Predict Dependencies Using Domain information? WCRE Amir Aryani, Fabrizio Perin, Mircea Lungu, Abdun Naser Mahmood, Oscar Nierstrasz
2011	J	`jnl`	Compressed ECG Biometric: A Fast, Secured and Efficient Method for Identification of CVD Patient. J. Medical Syst. Fahim K. Sufi, Ibrahim Khalil, Abdun Naser Mahmood
2011	J	`jnl`	SCADASim - A Framework for Building SCADA Simulations. IEEE Trans. Smart Grid Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari
2011	J	`jnl`	Seamless integration of dependability and security concepts in SOA: A feedback control system based framework and taxonomy. J. Netw. Comput. Appl. Jiankun Hu, Ibrahim Khalil, Song Han, Abdun Naser Mahmood
2010	C	`conf`	An Analytical Framework for Evaluating Survivability of SCADA Systems. CIT Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari
2010	J	`jnl`	Critical infrastructure protection: Resource efficient sampling to improve detection of less frequent patterns in network traffic. J. Netw. Comput. Appl. Abdun Naser Mahmood, Jiankun Hu, Zahir Tari, Christopher Leckie
2010	—	`ch.`	Network Traffic Analysis and SCADA Security. Handbook of Information and Communication Security Abdun Naser Mahmood, Christopher Leckie, Jiankun Hu, Zahir Tari, Mohammed Atiquzzaman
2010	B	`conf`	Survivable SCADA Systems: An Analytical Framework Using Performance Modelling. GLOBECOM Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari
2009	B	`conf`	Building a SCADA Security Testbed. NSS Carlos Queiroz, Abdun Naser Mahmood, Jiankun Hu, Zahir Tari, Xinghuo Yu
2009	J	`jnl`	Spam filtering for network traffic security on a multi-core environment. Concurr. Comput. Pract. Exp. Md. Rafiqul Islam, Wanlei Zhou, Yang Xiang, Abdun Naser Mahmood
2008	J	`jnl`	An Efficient Clustering Scheme to Exploit Hierarchical Data in Network Traffic Analysis. IEEE Trans. Knowl. Data Eng. Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya
2008	—	`—`	Hierarchical clustering and summarization of network traffic data. Abdun Naser Mahmood
2007	—	`conf`	A scalable sampling scheme for clustering in network traffic analysis. Infoscale Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya
2006	B	`conf`	Echidna: Efficient Clustering of Hierarchical Data for Network Traffic Analysis. Networking Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya
2000	J	`jnl`	Random Shuffling to Reduce Disorder in Adaptive Sorting Scheme CoRR Md. Enamul Karim, Abdun Naser Mahmood