Personal information

Intrusion Detection System, Machine Learning in Cybersecurity, Deep Learning in IDS, Malware Analysis

Activities

Funding (1)

New Hybrid Time-Varying Deep Classification Model with Optimized Hyperparameters on Behavioral Malware Analysis and Intrusion System over IP Core Network.

Grant
Ministry of Higher Education, Malaysia (KUALA LUMPUR, MY)
GRANT_NUMBER:

FRGS/1/2021/ICT07/ UITM/02/3

Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF

Works (14)

Adaptive IDS Concept with PRBS Multi Inputs Multi Outputs (MIMO) and Matched Filtering Algorithm

2023 4th International Conference on Artificial Intelligence and Data Sciences: Discovering Technological Advancement in Artificial Intelligence and Data Science, AiDAS 2023 - Proceedings
2023 | Conference paper
EID:

2-s2.0-85176570452

Part of ISBN: 9798350318432
Contributors: Bin Tuan Muda, S.R.; Mohd Yusof, M.H.; Shamsuddin, S.
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF via Scopus - Elsevier

High Gain and Efficiency Triple U-shaped Slots Microstrip Patch Antenna for 5G Applications

2023 3rd International Conference on Computing and Information Technology, ICCIT 2023
2023 | Conference paper
EID:

2-s2.0-85175457916

Part of ISBN: 9798350321487
Contributors: Almohammedi, A.A.; Raad, A.; Darshi, S.; Shepelev, V.; Mohd Yusof, M.H.; Balfaqih, M.
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF via Scopus - Elsevier

New Optimized Adaptive Time Series IDS Classifier Algorithm: Beyond Deep Learning

IEEE Access
2023 | Journal article
Contributors: Saiyed Rasol Bin Tuan Muda; Mohammad Hafiz Mohd Yusof; Khaled Mofawiz Alfawaz; Mohammed Balfaqih; Abdulrahman Alzahrani
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Review on Challenges in Device-to-Device(D2D), Smart Grid (SG) & Multi-Hop Communication

TechRxiv
2023 | Other
EID:

2-s2.0-85168512853

Contributors: Mohd Jefryy, N.A.S.B.; Mohd Yusof, M.H.
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF via Scopus - Elsevier

Behavioral Intrusion Prediction Model on Bayesian Network over Healthcare Infrastructure

Computers, Materials and Continua
2022 | Journal article
EID:

2-s2.0-85127342461

Part of ISSN: 15462226 15462218
Contributors: Mohd Yusof, M.H.; Mohd Zin, A.; Mohd Satar, N.S.
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF via Scopus - Elsevier
grade
Preferred source (of 2)‎

Visualizing Realistic Benchmarked IDS Dataset: CIRA-CIC-DoHBrw-2020

IEEE Access
2022 | Journal article
EID:

2-s2.0-85137882960

Part of ISSN: 21693536
Contributors: Yusof, M.H.M.; Almohammedi, A.A.; Shepelev, V.; Ahmed, O.
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF via Scopus - Elsevier
grade
Preferred source (of 2)‎

Realtime Cyber Threat Dataset Generator Over PRBS Block Circuit

2022 3rd International Conference on Artificial Intelligence and Data Sciences (AiDAS)
2022-09-07 | Conference paper
Contributors: MOHAMMAD HAFIZ MOHD YUSOF; Saiyed Rasol bin Tuan Muda; Muhammad Hafiz Mohd Yusof; Radzi Ahmad
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF

Network-Level Behavioral Malware Analysis Model based on Bayesian Network

2021 International Conference on Computer & Information Sciences (ICCOINS)
2021-07-13 | Conference paper
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF
grade
Preferred source (of 3)‎

Precision Education Reviews: A Case Study on Predicting Student’s Performance using Feed Forward Neural Network

2021 International Conference of Technology, Science and Administration (ICTSA)
2021-03-22 | Conference paper
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF
grade
Preferred source (of 3)‎

Architecture based on tor network for securing the communication of northbound interface in SDN

Compusoft
2020 | Journal article
EID:

2-s2.0-85091221490

Part of ISSN: 23200790
Contributors: Ahmed, O.; Mohd Yusof, M.H.
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF via Scopus - Elsevier

Embedded feature selection method for a network-level behavioural analysis detection model

International Journal of Advanced Computer Science and Applications
2018 | Journal article
EID:

2-s2.0-85059524432

Part of ISSN: 21565570 2158107X
Contributors: Mohd Yusof, M.H.; Mokhtar, M.R.; Zain, A.M.; Maple, C.
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF via Scopus - Elsevier
grade
Preferred source (of 2)‎

A Review on Taxonomy of Malware Analysis Studies

Advanced Science Letters
2018-02-01 | Journal article
Part of ISSN: 1936-6612
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF
grade
Preferred source (of 2)‎

A review of predictive analytic applications of Bayesian network

International Journal on Advanced Science, Engineering and Information Technology
2016 | Journal article
EID:

2-s2.0-85010192533

Part of ISSN: 24606952 20885334
Contributors: Yusof, M.H.M.; Mokhtar, M.R.
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF via Scopus - Elsevier
grade
Preferred source (of 2)‎

Profiling and mitigating brute force attack in home wireless LAN

2014 International Conference on Computational Science and Technology (ICCST)
2014-08 | Conference paper
Source: Self-asserted source
MOHAMMAD HAFIZ MOHD YUSOF
grade
Preferred source (of 3)‎

Peer review (10 reviews for 6 publications/grants)

Review activity for Computer methods and programs in biomedicine. (2)
Review activity for Computer systems science and engineering. (1)
Review activity for Computers, materials & continua : (1)
Review activity for IEEE access : (1)
Review activity for Intelligent automation and soft computing / (2)
Review activity for PloS one. (3)