A review of intrusion detection systems using machine and deep learning in internet of things: Challenges, solutions and future directions J Asharf, N Moustafa, H Khurshid, E Debie, W Haider, A Wahab Electronics 9 (7), 1177, 2020 | 289 | 2020 |
Generating realistic intrusion detection system dataset based on fuzzy qualitative modeling W Haider, J Hu, J Slay, BP Turnbull, Y Xie Journal of Network and Computer Applications 87, 185-192, 2017 | 229 | 2017 |
A survey of password attacks and comparative analysis on methods for secure authentication M Raza, M Iqbal, M Sharif, W Haider World Applied Sciences Journal 19 (4), 439-444, 2012 | 196 | 2012 |
An enhanced multi-stage deep learning framework for detecting malicious activities from autonomous vehicles IA Khan, N Moustafa, D Pi, W Haider, B Li, A Jolfaei IEEE Transactions on Intelligent Transportation Systems 23 (12), 25469-25478, 2021 | 82 | 2021 |
Windows based data sets for evaluation of robustness of host based intrusion detection systems (IDS) to zero-day and stealth attacks W Haider, G Creech, Y Xie, J Hu Future Internet 8 (3), 29, 2016 | 72 | 2016 |
Achieving accuracy in early stage tumor identification systems based on image segmentation and 3D structure analysis W Haider, M Sharif, M Raza Computer Engineering and Intelligent Systems 2 (6), 96-102, 2011 | 49 | 2011 |
Framework for the comparison of classifiers for medical image segmentation with transform and moment based features M Hameed, M Sharif, M Raza, SW Haider, M Iqbal Research Journal of Recent Sciences 2277, 2502, 2012 | 45 | 2012 |
Detecting anomalous behavior in cloud servers by nested-arc hidden semi-Markov model with state summarization W Haider, J Hu, Y Xie, X Yu, Q Wu IEEE Transactions on Big Data 5 (3), 305-316, 2017 | 42 | 2017 |
Towards reliable data feature retrieval and decision engine in host-based anomaly detection systems W Haider, J Hu, M Xie 2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA …, 2015 | 42 | 2015 |
FGMC-HADS: Fuzzy Gaussian mixture-based correntropy models for detecting zero-day attacks from linux systems W Haider, N Moustafa, M Keshk, A Fernandez, KKR Choo, A Wahab Computers & Security 96, 101906, 2020 | 30 | 2020 |
Lossless compression method for medical Image sequences using super-spatial structure prediction and Inter-frame coding M Raza, A Adnan, M Sharif, SW Haider Journal of applied research and technology 10 (4), 618-628, 2012 | 24 | 2012 |
Integer data zero-watermark assisted system calls abstraction and normalization for host based anomaly detection systems W Haider, J Hu, X Yu, Y Xie 2015 IEEE 2nd International Conference on Cyber Security and Cloud Computing …, 2015 | 23 | 2015 |
A survey on face detection and recognition approaches W Haider, H Bashir, A Sharif, I Sharif, A Wahab Research Journal of Recent Sciences …, 2014 | 23 | 2014 |
A new approach to compute convex hull M Sharif, SZZ Naqvi, M Raza, W Haider Innovative Systems Design and Engineering 2 (3), 186-192, 2011 | 23 | 2011 |
A hybrid method for edge continuity based on Pixel Neighbors Pattern Analysis (PNPA) for remote sensing satellite images W Haider, MS Malik, M Raza, A Wahab, IA Khan, U Zia, J Tanveer, ... Int'l J. of Communications, Network and System Sciences 5 (29), 624-630, 2012 | 22 | 2012 |
Abdul Wahab A Review of Intrusion Detection Systems Using Machine and Deep Learning in Internet of Things: Challenges J Asharf, N Moustafa, H Khurshid, E Debie, W Haider Solutions and Future Directions. Electronics, 2020 | 12 | 2020 |
Designing anomaly detection system for cloud servers by frequency domain features of system call identifiers and machine learning W Haider, J Hu, N Moustafa Mobile Networks and Management: 9th International Conference, MONAMI 2017 …, 2018 | 10 | 2018 |
The Realization of Personalized E-Learning platform based on 3G Mobile phone and NGN control frame work for SIP based IP Networks W Haider, M Sharif, M Raza, A Wahab, J Hussain, IA Khan, U Zia Research Journal of Recent Sciences …, 2013 | 10 | 2013 |
A Novel Wormhole Detection Technique for Wireless Ad Hoc Networks M Sharif, A Azeem, MRW Haider International Journal of Advanced Networking and Applications 3 (5), 1298, 2012 | 7 | 2012 |
Generating realistic IoT‐based IDS dataset centred on fuzzy qualitative modelling for cyber‐physical systems I Ahmed Khan, D Pi, AK Bhatia, N Khan, W Haider, A Wahab Electronics Letters 56 (9), 441-444, 2020 | 6 | 2020 |