Abdun Naser Mahmood

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 46

Top Venues

CoRR

Future Gener. Comput. Syst.

SecureComm (2)

IEEE Trans. Smart Grid

University of Melbourne, Australia (PHD)

Education History

University of Melbourne, Australia

PHD

Publications

Muhammad Akbar Husnoo, Adnan Anwar, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
A Secure Federated Learning Framework for Residential Short-Term Load Forecasting. IEEE Trans. Smart Grid 15 (2) (2024)
Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
A systematic literature review on Windows malware detection: Techniques, research issues, and future directions. J. Syst. Softw. 209 (2024)
Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
A Survey of Recent Advances in Deep Learning Models for Detecting Malware in Desktop and Mobile Platforms. ACM Comput. Surv. 56 (6) (2024)
Muhammad Akbar Husnoo, Adnan Anwar, Md Enamul Haque, Abdun Naser Mahmood
Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach. CoRR (2024)
Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
MeMalDet: A memory analysis-based malware detection framework using deep autoencoders and stacked ensemble under temporal evaluations. Comput. Secur. 142 (2024)
Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
EarlyMalDetect: A Novel Approach for Early Windows Malware Detection Based on Sequences of API Calls. CoRR (2024)
Haftu Tasew Reda, Adnan Anwar, Abdun Naser Mahmood, Zahir Tari
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids. ACM Comput. Surv. 55 (14s) (2023)
Muhammad Akbar Husnoo, Adnan Anwar, Haftu Tasew Reda, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack Discrimination. CoRR (2023)
Muhammad Akbar Husnoo, Adnan Anwar, Haftu Tasew Reda, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack Discrimination. INFOCOM Workshops (2023)
Muhammad Akbar Husnoo, Adnan Anwar, Haftu Tasew Reda, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack Discrimination. CoRR (2023)
Muhammad Akbar Husnoo, Adnan Anwar, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
False data injection threats in active distribution systems: A comprehensive survey. Future Gener. Comput. Syst. 140 (2023)
Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
API-MalDetect: Automated malware detection framework for windows based on API calls and deep learning techniques. J. Netw. Comput. Appl. 218 (2023)
Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
A Survey of Recent Advances in Deep Learning Models for Detecting Malware in Desktop and Mobile Platforms. CoRR (2022)
Muhammad Akbar Husnoo, Adnan Anwar, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers. CoRR (2022)
Muhammad Akbar Husnoo, Adnan Anwar, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
A Secure Federated Learning Framework for Residential Short Term Load Forecasting. CoRR (2022)
Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
MalDetConv: Automated Behaviour-based Malware Detection Framework Based on Natural Language Processing and Deep Learning Techniques. CoRR (2022)
Pascal Maniriho, Abdun Naser Mahmood, Mohammad Jabed Morshed Chowdhury
A study on malicious software behaviour analysis and detection techniques: Taxonomy, current trends and challenges. Future Gener. Comput. Syst. 130 (2022)
Juhar Ahmed Abdella, Zahir Tari, Adnan Anwar, Abdun Naser Mahmood, Fengling Han
An Architecture and Performance Evaluation of Blockchain-Based Peer-to-Peer Energy Trading. IEEE Trans. Smart Grid 12 (4) (2021)
Haftu Tasew Reda, Adnan Anwar, Abdun Naser Mahmood, Zahir Tari
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grid. CoRR (2021)
Muhammad Akbar Husnoo, Adnan Anwar, Nasser Hosseinzadeh, Shama Naz Islam, Abdun Naser Mahmood, Robin Doss
False Data Injection Threats in Active Distribution Systems: A Comprehensive Survey. CoRR (2021)
Quynh T. Ngo, Khoa T. Phan, Wei Xiang, Abdun Naser Mahmood, Jill Slay
Two-Tier Cache-Aided Full-Duplex Content Delivery in Satellite-Terrestrial Networks. CSoNet (2021)
Jakapan Suaboot, Zahir Tari, Abdun Naser Mahmood, Albert Y. Zomaya, Wei Li
Sub-curve HMM: A malware detection approach based on partial analysis of API call sequences. Comput. Secur. 92 (2020)
Jakapan Suaboot, Adil Fahad, Zahir Tari, John C. Grundy, Abdun Naser Mahmood, Abdulmohsen Almalawi, Albert Y. Zomaya, Khalil Drira
A Taxonomy of Supervised Learning for IDSs in SCADA Environments. ACM Comput. Surv. 53 (2) (2020)
Md. Enamul Kabir, Abdun Naser Mahmood, Hua Wang, Abdul K. Mustafa
Microaggregation Sorting Framework for K-Anonymity Statistical Disclosure Control in Cloud Computing. IEEE Trans. Cloud Comput. 8 (2) (2020)
Haftu Tasew Reda, Abdun Naser Mahmood, Abebe Abeshu Diro, Naveen K. Chilamkurti, Suresh Kallam
Firefly-inspired stochastic resonance for spectrum sensing in CR-based IoT communications. Neural Comput. Appl. 32 (20) (2020)
Abebe Abeshu Diro, Haftu Reda, Naveen K. Chilamkurti, Abdun Naser Mahmood, Noor Zaman, Yunyoung Nam
Lightweight Authenticated-Encryption Scheme for Internet of Things Based on Publish-Subscribe Communication. IEEE Access 8 (2020)
Zubair Shah, Adnan Anwar, Abdun Naser Mahmood, Zahir Tari, Albert Y. Zomaya
A Spatiotemporal Data Summarization Approach for Real-Time Operation of Smart Grid. IEEE Trans. Big Data 6 (4) (2020)
Abdullah Alsaedi, Nour Moustafa, Zahir Tari, Abdun Naser Mahmood, Adnan Anwar
TON_IoT Telemetry Dataset: A New Generation Dataset of IoT and IIoT for Data-Driven Intrusion Detection Systems. IEEE Access 8 (2020)
Sanket Desai, Rabei Alhadad, Abdun Naser Mahmood, Naveen K. Chilamkurti, Seungmin Rho
Multi-State Energy Classifier to Evaluate the Performance of the NILM Algorithm. Sensors 19 (23) (2019)
Sanket Desai, Rabei Alhadad, Naveen K. Chilamkurti, Abdun Naser Mahmood
A survey of privacy preserving schemes in IoE enabled Smart Grid Advanced Metering Infrastructure. Clust. Comput. 22 (1) (2019)
Zubair Shah, Abdun Naser Mahmood, Michael Barlow, Zahir Tari, Xun Yi, Albert Y. Zomaya
Computing Hierarchical Summary from Two-Dimensional Big Data Streams. IEEE Trans. Parallel Distributed Syst. 29 (4) (2018)
Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
Modeling and performance evaluation of stealthy false data injection attacks on smart grid in the presence of corrupted measurements. J. Comput. Syst. Sci. 83 (1) (2017)
Adnan Anwar, Abdun Naser Mahmood, Zahir Tari
Ensuring Data Integrity of OPF Module and Energy Database by Detecting Changes in Power Flow Patterns in Smart Grids. IEEE Trans. Ind. Informatics 13 (6) (2017)
Zubair Shah, Abdun Naser Mahmood, Zahir Tari, Albert Y. Zomaya
A Technique for Efficient Query Estimation over Distributed Data Streams. IEEE Trans. Parallel Distributed Syst. 28 (10) (2017)
Adnan Anwar, Abdun Naser Mahmood, Javid Taheri, Zahir Tari, Albert Y. Zomaya
HPC-Based Intelligent Volt/VAr Control of Unbalanced Distribution Smart Grid in the Presence of Noise. IEEE Trans. Smart Grid 8 (3) (2017)
Mohiuddin Ahmed, Abdun Naser Mahmood, Jiankun Hu
A survey of network anomaly detection techniques. J. Netw. Comput. Appl. 60 (2016)
Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
Modeling and performance evaluation of stealthy false data injection attacks on smart grid in the presence of corrupted measurements. CoRR (2016)
Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
Data-Driven Stealthy Injection Attacks on Smart Grid with Incomplete Measurements. PAISI (2016)
Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
Estimation of smart grid topology using SCADA measurements. SmartGridComm (2016)
Zubair Shah, Abdun Naser Mahmood, Michael Barlow
Computing Hierarchical Summary of the Data Streams. PAKDD (2) (2016)
Mohiuddin Ahmed, Abdun Naser Mahmood, Md. Rafiqul Islam
A survey of anomaly detection techniques in financial domain. Future Gener. Comput. Syst. 55 (2016)
Zubair Shah, Abdun Naser Mahmood, Michael Barlow
Computing discounted multidimensional hierarchical aggregates using modified Misra Gries algorithm. Perform. Evaluation 91 (2015)
Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher
An Efficient Technique for Network Traffic Summarization using Multiview Clustering and Statistical Sampling. EAI Endorsed Trans. Scalable Inf. Syst. 2 (5) (2015)
Adnan Anwar, Abdun Naser Mahmood, Zahir Tari
Identification of vulnerable node clusters against false data injection attack in an AMI based Smart Grid. Inf. Syst. 53 (2015)
Mohiuddin Ahmed, Adnan Anwar, Abdun Naser Mahmood, Zubair Shah, Michael J. Maher
An Investigation of Performance Analysis of Anomaly Detection Techniques for Big Data in SCADA Systems. EAI Endorsed Trans. Ind. Networks Intell. Syst. 2 (3) (2015)
Adnan Anwar, Abdun Naser Mahmood, Zubair Shah
A Data-Driven Approach to Distinguish Cyber-Attacks from Physical Faults in a Smart Grid. CIKM (2015)
Zubair Shah, Abdun Naser Mahmood, Jill Slay
Forensic Potentials of Solid State Drives. SecureComm (2) (2014)
Maumita Bhattacharya, Md. Rafiqul Islam, Abdun Naser Mahmood
Uncertainty And Evolutionary Optimization: A Novel Approach. CoRR (2014)
Adnan Anwar, Abdun Naser Mahmood
Cyber Security of Smart Grid Infrastructure. CoRR (2014)
Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher
An Efficient Approach for Complex Data Summarization Using Multiview Clustering. Infoscale (2014)
Amir Aryani, Fabrizio Perin, Mircea Lungu, Abdun Naser Mahmood, Oscar Nierstrasz
Predicting dependences using domain-based coupling. J. Softw. Evol. Process. 26 (1) (2014)
Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher
Heart Disease Diagnosis Using Co-clustering. Infoscale (2014)
Abdun Naser Mahmood, Md. Enamul Kabir, Abdul K. Mustafa
Novel Iterative Min-Max Clustering to Minimize Information Loss in Statistical Disclosure Control. SecureComm (2) (2014)
Adnan Anwar, Abdun Naser Mahmood, Mohiuddin Ahmed
False Data Injection Attack Targeting the LTC Transformers to Disrupt Smart Grid Operation. SecureComm (2) (2014)
Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher
A Novel Approach for Network Traffic Summarization. Infoscale (2014)
Mohiuddin Ahmed, Abdun Naser Mahmood
Network Traffic Pattern Analysis Using Improved Information Theoretic Co-clustering Based Collective Anomaly Detection. SecureComm (2) (2014)
Adil Fahad, Zahir Tari, Abdulmohsen Almalawi, Andrzej Goscinski, Ibrahim Khalil, Abdun Naser Mahmood
PPFSCADA: Privacy preserving framework for SCADA data publishing. Future Gener. Comput. Syst. 37 (2014)
Adnan Anwar, Abdun Naser Mahmood
Enhanced Estimation of Autoregressive Wind Power Prediction Model Using Constriction Factor Particle Swarm Optimization. CoRR (2014)
Adnan Anwar, Abdun Naser Mahmood
Swarm Intelligence Based Multi-phase OPF For Peak Power Loss Reduction In A Smart Grid. CoRR (2014)
Zubair Shah, Abdun Naser Mahmood
A summarization paradigm for big data. IEEE BigData (2014)
Adnan Anwar, Abdun Naser Mahmood
Vulnerabilities of Smart Grid State Estimation against False Data Injection Attack. CoRR (2014)
Zubair Shah, Abdun Naser Mahmood, Mehmet A. Orgun, M. Hadi Mashinchi
Subset Selection Classifier (SSC): A Training Set Reduction Method. CSE (2013)
Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari
A Probabilistic Model to Predict the Survivability of SCADA Systems. IEEE Trans. Ind. Informatics 9 (4) (2013)
Zubair Shah, Rashid Naseem, Mehmet A. Orgun, Abdun Naser Mahmood, Sara Shahzad
Software Clustering Using Automated Feature Subset Selection. ADMA (2) (2013)
Abdun Naser Mahmood, Md. Enamul Kabir, Abdul K. Mustafa
New Multi-dimensional Sorting Based K-Anonymity Microaggregation for Statistical Disclosure Control. SecureComm (2012)
Fahim K. Sufi, Ibrahim Khalil, Abdun Naser Mahmood
A clustering based system for instant detection of cardiac abnormalities from compressed ECG. Expert Syst. Appl. 38 (5) (2011)
Jiankun Hu, Ibrahim Khalil, Song Han, Abdun Naser Mahmood
Seamless integration of dependability and security concepts in SOA: A feedback control system based framework and taxonomy. J. Netw. Comput. Appl. 34 (4) (2011)
Amir Aryani, Fabrizio Perin, Mircea Lungu, Abdun Naser Mahmood, Oscar Nierstrasz
Can We Predict Dependencies Using Domain information? WCRE (2011)
Fahim K. Sufi, Ibrahim Khalil, Abdun Naser Mahmood
Compressed ECG Biometric: A Fast, Secured and Efficient Method for Identification of CVD Patient. J. Medical Syst. 35 (6) (2011)
Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari
SCADASim - A Framework for Building SCADA Simulations. IEEE Trans. Smart Grid 2 (4) (2011)
Abdun Naser Mahmood, Jiankun Hu, Zahir Tari, Christopher Leckie
Critical infrastructure protection: Resource efficient sampling to improve detection of less frequent patterns in network traffic. J. Netw. Comput. Appl. 33 (4) (2010)
Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari
Survivable SCADA Systems: An Analytical Framework Using Performance Modelling. GLOBECOM (2010)
Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari
An Analytical Framework for Evaluating Survivability of SCADA Systems. CIT (2010)
Carlos Queiroz, Abdun Naser Mahmood, Jiankun Hu, Zahir Tari, Xinghuo Yu
Building a SCADA Security Testbed. NSS (2009)
Md. Rafiqul Islam, Wanlei Zhou, Yang Xiang, Abdun Naser Mahmood
Spam filtering for network traffic security on a multi-core environment. Concurr. Comput. Pract. Exp. 21 (10) (2009)
Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya
An Efficient Clustering Scheme to Exploit Hierarchical Data in Network Traffic Analysis. IEEE Trans. Knowl. Data Eng. 20 (6) (2008)
Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya
A scalable sampling scheme for clustering in network traffic analysis. Infoscale (2007)
Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya
Echidna: Efficient Clustering of Hierarchical Data for Network Traffic Analysis. Networking (2006)
Md. Enamul Karim, Abdun Naser Mahmood
Random Shuffling to Reduce Disorder in Adaptive Sorting Scheme CoRR (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Abdun Naser Mahmood