PROFILE

UPM's Staff Profile

PROF. MADYA DR. AZIZOL BIN HJ ABDULLAH

ASSOCIATE PROFESSOR

FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY

azizol@upm.edu.my

PROFESSIONAL

UPM WEBSITE

PROFILE

azizol

PROFESSIONAL

NAME :

(Prof. Madya Dr.) AZIZOL BIN HJ ABDULLAH

POST :

ASSOCIATE PROFESSOR

ENTITY :

Faculty of Computer Science and Information Technology

FIELD OF SUPERVISION

COMPUTER NETWORKS / PARALLEL AND DISTRIBUTED COMPUTING / SECURITY IN COMPUTING / WIRELESS COMMUNICATIONS AND NETWORKS ENGINEERING

EDUCATION

PHD
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2010

MASTER SAINS KEJURUTERAAN (TELEMATIK)
UNIVERSITY OF SHEFFIELD, SHEFFIELD, UNITED KINGDOM
Graduated : 1997

BACELOR SAINS KOMPUTER
UNIVERSITI PERTANIAN MALAYSIA, SERDANG, SELANGOR
Graduated : 1994

DIPLOMA (SAINS KOMPUTER)
UNIVERSITI PERTANIAN MALAYSIA, SERDANG, SELANGOR
Graduated : 1991

BOOK PUBLICATION

1. Software Engineering and Computer Systems Communications in Computer and Information Science
ISPN: 978-3-642-22202-3

2. Pengenalan Kepada Rangkaian Komputer dan Komunikasi Data
ISPN: 983-3655-27-0

3. Computational and Its Application
ISPN: 978-3-540-74482-5

4. Lecture Notes in Electrical Engineering 285
ISPN: 978-981-4585-18-7

JOURNAL PUBLICATION

1. Performance Evaluation of AODV, DSDV and DSR Routing Protocol in Grid Environment
Journal type: Non Citation-Indexed

2. A Network Selection Algorithm Based on Enhanced Access Router Discovery in Heterogeneous Wireless Network
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

3. Optimized performance data transmission in Mobile IP networks
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

4. AN EFFICIENT NETWORK TRAFFIC FILTERING THAT RECOGNIZE ANOMALIES WITH MINIMUM ERROR RECEIVED
Journal type: Other Abstracting / Indexing Bodies

5. Performance Comparison of Routing Protocols for Mobile Grid Environment
Journal type: Non Citation-Indexed

6. Securing Video Streaming Over Internet Protocol Version 6(IPv6)
Journal type: Non Citation-Indexed

7. TOWARDS A SCALABLE SCIENTIFIC DATA GRID MODEL AND SERVICES
Journal type: Non Citation-Indexed

8. Evaluation of an Economy-Based File Replication Strategy for Malaysian Research and Education Network (MYREN) Data Grid Model
Journal type: Non Citation-Indexed

9. The Rapid Vertical Handover for Efficient IPv6 Mobility Support in Heterogeneous Wireless Network
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

10. INTRUSION DETECTION SYSTEM IN SECURE SHELL TRAFFIC IN CLOUD ENVIRONMENT
Journal type: Citation-Indexed - Scopus

11. Performance Evaluation of Stable Weight based on Demand Routing in MANET
Journal type: Other Abstracting / Indexing Bodies

12. Detecting an Anomaly Behavior through Enhancing the Mechanism of Packet Filtering
Journal type: Citation-Indexed - Scopus

13. An Efficient Wireless Network Discovery Method for Vertical Handover between WiMAX and WLAN
Journal type: Citation-Indexed - Scopus

14. A FEEDBACK BASED PREDICTION MODEL FOR REAL-TIME WORKLOAD IN A CLOUDS
Journal type: Citation-Indexed - Scopus

15. Loss Discrimination Algorithm for Wired/Wireless Networks
Journal type: Citation-Indexed - Scopus

16. Secure Model for Virtualization Layer in Cloud Infrastructure
Journal type: Non Citation-Indexed

17. Disaster Recovery in Cloud Computing: A Survey
Journal type: Citation-Indexed Journal - ERA

18. A New Workload Recognition Strategy to Improve the Speed of Resource Provisioning in PaaS Layer of Cloud for Real-Time Demands
Journal type: Citation-Indexed - Scopus

19. LI-AODV: Lifetime improving AODV routing for detecting and removing black-hole attack from VANET
Journal type: Citation-Indexed - Scopus

20. A Multi-Level Scheduling for Resource Provisioning Mechanism in Cloud Systems
Journal type: Citation-Indexed - Scopus

21. Malware Classification Framework for Dynamic Analysis using Information Theory
Journal type: Non Citation-Indexed

22. Vehicular Ad Hoc Networks and Security Issues: Survey
Journal type: Citation-Indexed Journal - ERA

23. Optimized topology control in mobile IP networks using a new parametric routing algorithm
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

24. A Survey on Sybil Attack Detection in Vehicular Ad hoc Networks (VANET)
Journal type: Citation-Indexed - Scopus

25. E2IDS: An Enhanced Intelligent Intrusion Detection System Based On Decision Tree Algorithm
Journal type: Non Citation-Indexed

26. Text Steganography Using the Second Quotient Remainder Theorem and Dark Colour Schemes
Journal type: Non Citation-Indexed

27. An intelligent DDoS attack detection tree-based model using Gini index feature selection method
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

28. An empirical study of pattern leakage impact during data preprocessing on machine learning-based intrusion detection models reliability
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

29. BukaGini: A Stability-Aware Gini Index Feature Selection Algorithm for Robust Model Performance
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

30. The intersection of targeted advertising and security: Unraveling the mystery of overheard conversations
Journal type: Non Citation-Indexed

31. A Lightweight Machine Learning-Based Email Spam Detection Model Using Word Frequency Pattern
Journal type: Non Citation-Indexed

32. Efficient and Lightweight Link Discovery Protocol (ELDP) for Software Defined Networks
Journal type: MYCITE

33. Towards robust and efficient intrusion detection in IoMT: a deep learning approach addressing data leakage and enhancing model generalizability
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

34. A clustering-based method for outlier detection under concept drift
Journal type: Citation-Indexed Journal - ESCI

35. SMRD: A Novel Cyber Warfare Modeling Framework for Social Engineering, Malware, Ransomware, and Distributed Denial-of-Service Based on a System of Nonlinear Differential Equations
Journal type: Non Citation-Indexed

36. An empirical assessment of ML models for 5G network intrusion detection: A data leakage-free approach
Journal type: Citation-Indexed - Scopus

37. Overcoming the Challenges of Data Lack, Leakage, and Dimensionality in Intrusion Detection Systems: A Comprehensive Review
Journal type: Non Citation-Indexed

38. Application of BukaGini algorithm for enhanced feature interaction analysis in intrusion detection systems
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

39. SBAC-SDN: A Scalable Blockchain-based Access Control in Northbound Interface for Multi-Controller SDN with Load Balancing Mechanism
Journal type: Citation-Indexed - Scopus

40. Frame-Wise Steganalysis Based on Mask-Gating Attention and Deep Residual Bilinear Interaction Mechanisms for Low-Bit-Rate Speech Streams
Journal type: Citation-Indexed - Scopus

41. Steganalysis of Adaptive Multi-Rate Speech with Unknown Embedding Rates Using Multi-Scale Transformer and Multi-Task Learning Mechanism
Journal type: Citation-Indexed - Scopus

42. A systematic review of machine learning and deep learning techniques for anomaly detection in data mining
Journal type: Citation-Indexed - Scopus

43. Dynamic Multi-Objective Controller Placement in SD-WAN: A GMM-MARL Hybrid Framework
Journal type: Citation-Indexed - Scopus

44. Network-Aware Gaussian Mixture Models for Multi-Objective SD-WAN Controller Placement
Journal type: Citation-Indexed - Scopus

45. Central Tendency Feature Selection (CTFS): a novel approach for efficient and effective feature selection in intrusion detection systems
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

46. XAIRF-WFP: a novel XAI-based random forest classifier for advanced email spam detection
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

PUBLICATION

2024

Application of BukaGini algorithm for enhanced feature interaction analysis in intrusion detection systems

2024

An empirical assessment of ML models for 5G network intrusion detection: A data leakage-free approach

2024

Navigating the Complexities of Controller Placement in SD-WANs: A Multi-Objective Perspective on Current Trends and Future Challenges

2024

Towards robust and�efficient intrusion detection in�IoMT: a�deep learning approach addressing data leakage and�enhancing model generalizability

2024

SBAC-SDN: A Scalable Blockchain-based Access Control in Northbound Interface for Multi-Controller SDN with Load Balancing Mechanism

2023

An empirical study of pattern leakage impact during data preprocessing on machine learning-based intrusion detection models reliability

2023

BukaGini: A Stability-Aware Gini Index Feature Selection Algorithm for Robust Model Performance

2023

An intelligent DDoS attack detection tree-based model using Gini index feature selection method

2018

A Survey on Sybil Attack Detection in Vehicular Ad hoc Networks (VANET)

2018

Optimized topology control in mobile IP networks using a new parametric routing algorithm

2017

LI-AODV: Lifetime improving AODV routing for detecting and removing black-hole attack from VANET

2017

Vehicular Ad Hoc Networks and Security Issues: Survey

2017

A Multi-Level Scheduling for Resource Provisioning Mechanism in Cloud Systems

2016

A FEEDBACK BASED PREDICTION MODEL FOR REAL-TIME WORKLOAD IN A CLOUDS

2016

AN EFFICIENT NETWORK TRAFFIC FILTERING THAT RECOGNIZE ANOMALIES WITH MINIMUM ERROR RECEIVED

2016

A survey of prediction models for resource provisioning in PaaS layer of cloud for real-time workload

2016

A New Workload Recognition Strategy to Improve the Speed of Resource Provisioning in PaaS Layer of Cloud for Real-Time Demands

2015

Detecting an Anomaly Behavior through Enhancing the Mechanism of Packet Filtering

2015

A Feedback based Prediction Model for Real Time workload in a Cloud

2014

Disaster Recovery in Cloud Computing: A Survey

2014

The Rapid Vertical Handover for Efficient IPv6 Mobility Support in Heterogeneous Wireless Network

2014

A Network Selection Algorithm Based on Enhanced Access Router Discovery in Heterogeneous Wireless Network

2014

Optimized performance data transmission in Mobile IP networks

2014

INTRUSION DETECTION SYSTEM IN SECURE SHELL TRAFFIC IN CLOUD ENVIRONMENT

2013

Taxonomy and Survey of Retransmission Policies for Multipath Transport SCTP Protocol

2013

A Survey on Resource Allocation and Monitoring in Cloud Computing

2013

The Rapid Vertical Handover for Efficient IPv6 Mobility Support in Heterogeneous Wireless Networks

2013

A Network Selection Algorithm Based on Enhanced Access Router Discovery in Heterogeneous Wireless Networks

2013

An Efficient Wireless Network Discovery Method for Vertical Handover between WiMAX and WLAN

2011

Loss Discrimination Algorithm for Wired/Wireless Networks

2009

Performance Evaluation of Stable Weight based on Demand Routing in MANET

DISCLAIMER: All contents are my personal view & experience. UPM will not be held responsible or liable for any issue including misfortune, accidents, injury, death, damage, lost, delay or inconvenience.

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