PROFILE

UPM's Staff Profile

PROF. MADYA DR. NUR IZURA BINTI UDZIR

ASSOCIATE PROFESSOR

FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY

izura@upm.edu.my

izura

PROFESSIONAL

NAME :

(Prof. Madya Dr.) NUR IZURA BINTI UDZIR

POST :

ASSOCIATE PROFESSOR

ENTITY :

Faculty of Computer Science and Information Technology

DOWNLOAD CURRICULUM VITAE (PDF)

FIELD OF SUPERVISION

DATABASE SYSTEMS / INTELLIGENT SYSTEMS / PARALLEL AND DISTRIBUTED COMPUTING / SECURITY IN COMPUTING

EDUCATION

PHD
UNIVERSITY OF YORK, YORK, UK
Graduated : 2006

MASTER SAINS KOMPUTER
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 1998

BACELOR SAINS KOMPUTER
UNIVERSITI PERTANIAN MALAYSIA, SERDANG, SELANGOR
Graduated : 1995

BOOK PUBLICATION

1. THE INSTRUCTOR?S MANUAL FOR CASE STUDY DEVELOPMENT AND ITS APPLICATION A Case of Computer Science Application
ISPN: 978-967-344-481-6

2. Opportunities and Challenges for Next-Generation Applied Intelligence
ISPN: 978-3-540-92813-3

JOURNAL PUBLICATION

1. Filtering Events using Clustering in Heterogeneous Security Logs
Journal type: Citation-Indexed - Scopus

2. A refined filter for UHAD to improve anomaly detection
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

3. Role Performance Trust-Based Access Control for Protecting Sensitive Attributes
Journal type: Citation-Indexed - Scopus

4. A XML based, User-centered Privacy Model in Pervasive Computing Systems
Journal type: Non Citation-Indexed

5. Finer Garbage Collection in LINDACAP
Journal type: Citation-Indexed - Scopus

6. Towards a Dynamic File Integrity Monitor through a Security Classification
Journal type: Non Citation-Indexed

7. A Naturally Inspired Statistical Intrusion Detection Model
Journal type: Non Citation-Indexed

8. Mutual Remote Attestation in IPSec Based VPN
Journal type: Non Citation-Indexed

9. Extending TLS with Mutual Attestation for Platform Integrity Assurance
Journal type: Other Abstracting / Indexing Bodies

10. Face Recognition and Template Protection with Shielding Function
Journal type: Citation-Indexed - Scopus

11. An unsupervised heterogeneous log-based framework for anomaly detection
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

12. An AIS Inspired Alert Reduction Model
Journal type: Non Citation-Indexed

13. User-independent and Self-optimizing Intrusion Detection Framework for Large Database Systems
Journal type: Citation-Indexed - Scopus

14. Revocable and Non-Invertible Multibiometric Template Protection Based on Matrix Transformation
Journal type: Citation-Indexed - Scopus

15. Big Data and Data Protection: Issues with Purpose Limitation Principle
Journal type: Citation-Indexed - Scopus

16. State of the Art in Biometric Key Binding and Key Generation Schemes
Journal type: Citation-Indexed - Scopus

17. Cancelable and Hybrid Biometric Cryptosystems: Current Directions and Open Research Issues
Journal type: Other Abstracting / Indexing Bodies

18. A Method to Compute International Relations using Relation Algebra
Journal type: Other Abstracting / Indexing Bodies

19. A Formal Veriﬁcation and Simulation of Common Criteria Recognition Arrangement (CCRA)
Journal type: Non Citation-Indexed

20. Modified Shielding Function for Multi-biometric Authentication and Template Protection
Journal type: Other Abstracting / Indexing Bodies

21. A Super-Peer Approach for Scalable Collaborative Intrusion Detection Network (CIDN)
Journal type: Citation-Indexed - Scopus

22. Framework Architecture on High Data Availability Server Virtualization for Disaster Recovery
Journal type: Citation-Indexed - Scopus

23. Performance and Divisional Trust and Purpose-Based Access Control for Privacy Preservation
Journal type: Citation-Indexed - Scopus

24. Security of NoSQL Database Against Intruders
Journal type: Citation-Indexed - Scopus

25. Voice over IP on Windows IoT Core
Journal type: Citation-Indexed - Scopus

26. A Detailed Description on Unsupervised Heterogeneous Anomaly Based Intrusion Detection Framework
Journal type: Citation-Indexed - Scopus

27. Lattice Structural Analysis on Sniffing to Denial of Service Attacks
Journal type: Citation-Indexed - Scopus

28. Systematic literature review and taxonomy for DDoS attack detection and prediction
Journal type: Other Abstracting / Indexing Bodies

29. Character Property Method for Arabic Text Steganography with Biometric Multifactor Authentication using Liveness Detection
Journal type: Citation-Indexed - Scopus

30. A Comparative Analysis of Arabic Text Steganography
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

31. Traid-bit embedding process on Arabic text steganography method
Journal type: Citation-Indexed - Scopus

32. A Review on Feature Selection and Ensemble Techniques for Intrusion Detection System
Journal type: Citation-Indexed - Scopus

33. CSNTSteg: Color Spacing Normalization Text Steganography Model to Improve Capacity and Invisibility of Hidden Data
Journal type: Citation-Indexed Journal - Science Citation Index (JCR)

34. Trust-Based Access Control Model with Quantification Method for Protecting Sensitive Attributes
Journal type: Citation-Indexed - Scopus

TEACHING

2014

Computer Programming I (Java)

2012

Operating System (since 2007 to date) (undergraduate)

2012

Seminar in Computer Science (postgraduate)

2011

Intrusion Detection System (postgraduate) 2010-2011

2009

Selected Topics in Distributed Computing (postgraduate) 2006-2006

2006

Advanced Programming Languages (postgraduate - PhD)

2003

Computer Programming I (C++) – 1999-2003 (undergraduate)

AREA OF SPECIALISATION

2014

Access Control, Intrusion Detection Systems, Computer Security, Coordination in Distributed Systems

RESEARCH AREA

2014

Access Control, Intrusion Detection Systems, Computer Security, Coordination in Distributed Systems

2012

Computer security, Secure operating systems, Access control, Distributed systems, Intrusion detection systems

2006

Capability-based coordination in open distributed systems

1998

Neural Network for information retrieval

RESEARCH PROJECT

2014

Intrusion Detection with Hybrid Learning Algorithm

2012

A Linear-Temporal Formal Language for Context-Sensitive Usage Control Policies

2011

User-centered Privacy Model Based on Mobile Trusted Module (MTM) in Pervasive Computing Systems

2009

Refining Garbage Collection in Open Distributed Systems

PUBLICATION

2023

An Autonomous Role and Consideration of Electronic Health Systems with Access Control in Developed Countries: A Review

2022

CSNTSteg: Color Spacing Normalization Text Steganography Model to Improve Capacity and Invisibility of Hidden Data

2022

Trust-Based Access Control Model with Quantification Method for Protecting Sensitive Attributes

2021

A Comparative Analysis of Arabic Text Steganography

2021

A Review on Feature Selection and Ensemble Techniques for Intrusion Detection System

2021

Traid-bit embedding process on Arabic text steganography method

2020

Character Property Method for Arabic Text Steganography with Biometric Multifactor Authentication using Liveness Detection

2019

Lattice Structural Analysis on Sniffing to Denial of Service Attacks

2019

Systematic literature review and taxonomy for DDoS attack detection and prediction

2019

A Detailed Description on Unsupervised Heterogeneous Anomaly Based Intrusion Detection Framework

2019

Security of NoSQL Database Against Intruders

2018

A Super-Peer Approach for Scalable Collaborative Intrusion Detection Network (CIDN)

2018

Revocable and Non-Invertible Multibiometric Template Protection Based on Matrix Transformation

2018

Voice over IP on Windows IoT Core

2018

Performance and Divisional Trust and Purpose-Based Access Control for Privacy Preservation

2018

Framework Architecture on High Data Availability Server Virtualization for Disaster Recovery

2017

Modified Shielding Function for Multi-biometric Authentication and Template Protection

2017

State of the Art in Biometric Key Binding and Key Generation Schemes

2017

Cancelable and Hybrid Biometric Cryptosystems: Current Directions and Open Research Issues

2016

Big Data and Data Protection: Issues with Purpose Limitation Principle

2016

Role Performance Trust-Based Access Control for Protecting Sensitive Attributes

2016

An unsupervised heterogeneous log-based framework for anomaly detection

2016

A Method to Compute International Relations using Relation Algebra

2016

A refined filter for UHAD to improve anomaly detection

2015

Face Recognition and Template Protection with Shielding Function

2015

User-independent and Self-optimizing Intrusion Detection Framework for Large Database Systems

2014

Integrated Statistical and Data Mining Method for Packet Behaviour Anomaly Detection

2014

Extending TLS with Mutual Attestation for Platform Integrity Assurance

2012

A Heterogeneous Log-based Framework for Anomaly Detection

2011

Filtering Events using Clustering in Heterogeneous Security Logs

2010

Finer Garbage Collection in LINDACAP

2009

Lindacap: A Capability-Based System

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