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Books and Theses
- 2008
[b1]Abdun Naser Mahmood:
Hierarchical clustering and summarization of network traffic data. University of Melbourne, Australia, 2008
Journal Articles
- 2025
- [j48]Manar Alanazi, Abdun Mahmood, Mohammad Jabed Morshed Chowdhury:
ICS-LTU2022: A dataset for ICS vulnerabilities. Comput. Secur. 148: 104143 (2025) - 2024
- [j47]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: 103864 (2024) - [j46]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): 145:1-145:41 (2024) - [j45]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: 111921 (2024) - [j44]Quynh Tu Ngo, Khoa Tran Phan, Abdun Mahmood, Wei Xiang:
Hybrid IRS-Assisted Secure Satellite Downlink Communications: A Fast Deep Reinforcement Learning Approach. IEEE Trans. Emerg. Top. Comput. Intell. 8(4): 2858-2869 (2024) - [j43]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): 2044-2055 (2024) - 2023
- [j42]Manar Alanazi, Abdun Mahmood, Mohammad Jabed Morshed Chowdhury:
SCADA vulnerabilities and attacks: A review of the state-of-the-art and open issues. Comput. Secur. 125: 103028 (2023) - [j41]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): 331:1-331:37 (2023) - [j40]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: 344-364 (2023) - [j39]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: 103704 (2023) - [j38]Abdullah Alsaedi, Zahir Tari, Md. Redowan Mahmud, Nour Moustafa, Abdun Mahmood, Adnan Anwar:
USMD: UnSupervised Misbehaviour Detection for Multi-Sensor Data. IEEE Trans. Dependable Secur. Comput. 20(1): 724-739 (2023) - [j37]Quynh Tu Ngo, Khoa Tran Phan, Abdun Mahmood, Wei Xiang:
Physical Layer Security in IRS-Assisted Cache-Enabled Satellite Communication Networks. IEEE Trans. Green Commun. Netw. 7(4): 1920-1931 (2023) - [j36]Juhar Ahmed Abdella, Zahir Tari, Md. Redowan Mahmud, Nasrin Sohrabi, Adnan Anwar, Abdun Mahmood:
HiCoOB: Hierarchical Concurrent Optimistic Blockchain Consensus Protocol for Peer-to-Peer Energy Trading Systems. IEEE Trans. Smart Grid 14(5): 3927-3943 (2023) - 2022
- [j35]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: 1-18 (2022) - [j34]Quynh Tu Ngo, Khoa Tran Phan, Wei Xiang, Abdun Mahmood, Jill Slay:
Two-Tier Cache-Aided Full-Duplex Hybrid Satellite-Terrestrial Communication Networks. IEEE Trans. Aerosp. Electron. Syst. 58(3): 1753-1765 (2022) - 2021
- [j33]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): 40:1-40:37 (2021) - [j32]Quynh Tu Ngo, Khoa Tran Phan, Wei Xiang, Abdun Mahmood, Jill Slay:
On Edge Caching in Satellite - IoT Networks. IEEE Internet Things Mag. 4(4): 107-112 (2021) - [j31]Haftu Tasew Reda, Biplob Ray, Pejman Peidaee, Adnan Anwar, Abdun Mahmood, Akhtar Kalam, Nahina Islam:
Vulnerability and Impact Analysis of the IEC 61850 GOOSE Protocol in the Smart Grid. Sensors 21(4): 1554 (2021) - [j30]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): 3364-3378 (2021) - 2020
- [j29]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: 60539-60551 (2020) - [j28]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: 165130-165150 (2020) - [j27]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: 101773 (2020) - [j26]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): 16011-16023 (2020) - [j25]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): 624-637 (2020) - [j24]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): 408-417 (2020) - 2019
- [j23]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): 43-69 (2019) - [j22]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): 5236 (2019) - 2018
- [j21]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): 803-818 (2018) - 2017
- [j20]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): 58-72 (2017) - [j19]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): 3299-3311 (2017) - [j18]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): 2770-2783 (2017) - [j17]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): 1446-1459 (2017) - 2016
- [j16]Mohiuddin Ahmed, Abdun Naser Mahmood, Md. Rafiqul Islam:
A survey of anomaly detection techniques in financial domain. Future Gener. Comput. Syst. 55: 278-288 (2016) - [j15]Mohiuddin Ahmed, Abdun Naser Mahmood, Jiankun Hu:
A survey of network anomaly detection techniques. J. Netw. Comput. Appl. 60: 19-31 (2016) - 2015
- [j14]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): e5 (2015) - [j13]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: 201-212 (2015) - [j12]Zubair Shah, Abdun Naser Mahmood, Michael Barlow:
Computing discounted multidimensional hierarchical aggregates using modified Misra Gries algorithm. Perform. Evaluation 91: 170-186 (2015) - [j11]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): e4 (2015) - 2014
- [j10]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: 496-511 (2014) - [j9]Amir Aryani, Fabrizio Perin, Mircea Lungu, Abdun Naser Mahmood, Oscar Nierstrasz:
Predicting dependences using domain-based coupling. J. Softw. Evol. Process. 26(1): 50-76 (2014) - 2013
- [j8]Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari:
A Probabilistic Model to Predict the Survivability of SCADA Systems. IEEE Trans. Ind. Informatics 9(4): 1975-1985 (2013) - 2011
- [j7]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): 4705-4713 (2011) - [j6]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): 1349-1358 (2011) - [j5]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): 1150-1159 (2011) - [j4]Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari:
SCADASim - A Framework for Building SCADA Simulations. IEEE Trans. Smart Grid 2(4): 589-597 (2011) - 2010
- [j3]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): 491-502 (2010) - 2009
- [j2]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): 1307-1320 (2009) - 2008
- [j1]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): 752-767 (2008)
Conference and Workshop Papers
- 2023
- [c23]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: 1-6 - 2021
- [c22]Quynh Tu Ngo, Khoa Tran Phan, Wei Xiang, Abdun Naser Mahmood, Jill Slay:
Two-Tier Cache-Aided Full-Duplex Content Delivery in Satellite-Terrestrial Networks. CSoNet 2021: 291-302 - 2016
- [c21]Adnan Anwar, Abdun Naser Mahmood, Mark Pickering:
Data-Driven Stealthy Injection Attacks on Smart Grid with Incomplete Measurements. PAISI 2016: 180-192 - [c20]Zubair Shah, Abdun Naser Mahmood, Michael Barlow:
Computing Hierarchical Summary of the Data Streams. PAKDD (2) 2016: 168-179 - [c19]Adnan Anwar, Abdun Naser Mahmood, Mark Pickering:
Estimation of smart grid topology using SCADA measurements. SmartGridComm 2016: 539-544 - 2015
- [c18]Adnan Anwar, Abdun Naser Mahmood, Zubair Shah:
A Data-Driven Approach to Distinguish Cyber-Attacks from Physical Faults in a Smart Grid. CIKM 2015: 1811-1814 - 2014
- [c17]Zubair Shah, Abdun Naser Mahmood:
A summarization paradigm for big data. IEEE BigData 2014: 61-63 - [c16]Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher:
An Efficient Approach for Complex Data Summarization Using Multiview Clustering. Infoscale 2014: 38-47 - [c15]Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher:
A Novel Approach for Network Traffic Summarization. Infoscale 2014: 51-60 - [c14]Mohiuddin Ahmed, Abdun Naser Mahmood, Michael J. Maher:
Heart Disease Diagnosis Using Co-clustering. Infoscale 2014: 61-70 - [c13]Zubair Shah, Abdun Naser Mahmood, Jill Slay:
Forensic Potentials of Solid State Drives. SecureComm (2) 2014: 113-126 - [c12]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: 157-172 - [c11]Mohiuddin Ahmed, Abdun Naser Mahmood:
Network Traffic Pattern Analysis Using Improved Information Theoretic Co-clustering Based Collective Anomaly Detection. SecureComm (2) 2014: 204-219 - [c10]Adnan Anwar, Abdun Naser Mahmood, Mohiuddin Ahmed:
False Data Injection Attack Targeting the LTC Transformers to Disrupt Smart Grid Operation. SecureComm (2) 2014: 252-266 - 2013
- [c9]Zubair Shah, Rashid Naseem, Mehmet A. Orgun, Abdun Naser Mahmood, Sara Shahzad:
Software Clustering Using Automated Feature Subset Selection. ADMA (2) 2013: 47-58 - [c8]Zubair Shah, Abdun Naser Mahmood, Mehmet A. Orgun, M. Hadi Mashinchi:
Subset Selection Classifier (SSC): A Training Set Reduction Method. CSE 2013: 862-869 - 2012
- [c7]Abdun Naser Mahmood, Md. Enamul Kabir, Abdul K. Mustafa:
New Multi-dimensional Sorting Based K-Anonymity Microaggregation for Statistical Disclosure Control. SecureComm 2012: 256-272 - 2011
- [c6]Amir Aryani, Fabrizio Perin, Mircea Lungu, Abdun Naser Mahmood, Oscar Nierstrasz:
Can We Predict Dependencies Using Domain information? WCRE 2011: 55-64 - 2010
- [c5]Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari:
An Analytical Framework for Evaluating Survivability of SCADA Systems. CIT 2010: 877-881 - [c4]Carlos Queiroz, Abdun Naser Mahmood, Zahir Tari:
Survivable SCADA Systems: An Analytical Framework Using Performance Modelling. GLOBECOM 2010: 1-5 - 2009
- [c3]Carlos Queiroz, Abdun Naser Mahmood, Jiankun Hu, Zahir Tari, Xinghuo Yu:
Building a SCADA Security Testbed. NSS 2009: 357-364 - 2007
- [c2]Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya:
A scalable sampling scheme for clustering in network traffic analysis. Infoscale 2007: 38 - 2006
- [c1]Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya:
Echidna: Efficient Clustering of Hierarchical Data for Network Traffic Analysis. Networking 2006: 1092-1098
Parts in Books or Collections
- 2010
- [p1]Abdun Naser Mahmood, Christopher Leckie, Jiankun Hu, Zahir Tari, Mohammed Atiquzzaman:
Network Traffic Analysis and SCADA Security. Handbook of Information and Communication Security 2010: 383-405
Informal and Other Publications
- 2024
- [i19]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 abs/2407.13355 (2024) - [i18]Muhammad Akbar Husnoo, Adnan Anwar, Md Enamul Haque, Abdun Naser Mahmood:
Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach. CoRR abs/2407.15879 (2024) - 2023
- [i17]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 abs/2303.16956 (2023) - [i16]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 abs/2304.03640 (2023) - 2022
- [i15]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 abs/2203.00219 (2022) - [i14]Haftu Tasew Reda, Abdun Mahmood, Adnan Anwar, Naveen K. Chilamkurti:
Adversarial Models Towards Data Availability and Integrity of Distributed State Estimation for Industrial IoT-Based Smart Grid. CoRR abs/2206.06027 (2022) - [i13]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 abs/2209.03547 (2022) - [i12]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 abs/2209.03622 (2022) - [i11]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 abs/2209.14547 (2022) - 2021
- [i10]Haftu Tasew Reda, Adnan Anwar, Abdun Mahmood:
Comprehensive Survey and Taxonomies of False Injection Attacks in Smart Grid: Attack Models, Targets, and Impacts. CoRR abs/2103.10594 (2021) - [i9]Haftu Tasew Reda, Adnan Anwar, Abdun Naser Mahmood, Zahir Tari:
A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grid. CoRR abs/2103.16085 (2021) - [i8]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 abs/2111.14251 (2021) - 2016
- [i7]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 abs/1605.06180 (2016) - 2014
- [i6]Adnan Anwar, Abdun Naser Mahmood:
Cyber Security of Smart Grid Infrastructure. CoRR abs/1401.3936 (2014) - [i5]Maumita Bhattacharya, Md. Rafiqul Islam, Abdun Naser Mahmood:
Uncertainty And Evolutionary Optimization: A Novel Approach. CoRR abs/1407.4000 (2014) - [i4]Adnan Anwar, Abdun Naser Mahmood:
Enhanced Estimation of Autoregressive Wind Power Prediction Model Using Constriction Factor Particle Swarm Optimization. CoRR abs/1408.4792 (2014) - [i3]Adnan Anwar, Abdun Naser Mahmood:
Swarm Intelligence Based Multi-phase OPF For Peak Power Loss Reduction In A Smart Grid. CoRR abs/1408.4849 (2014) - [i2]Adnan Anwar, Abdun Naser Mahmood:
Vulnerabilities of Smart Grid State Estimation against False Data Injection Attack. CoRR abs/1411.2671 (2014) - 2000
- [i1]Md. Enamul Karim, Abdun Naser Mahmood:
Random Shuffling to Reduce Disorder in Adaptive Sorting Scheme. CoRR cs.DS/0012002 (2000)
Coauthor Index
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