GRANT(PI & MEMBERS)

11

PUBLICATIONS

59

INDEXED PUBLICATION

19

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

INDUSTRY GRANTS
1
NATIONAL GRANTS
1
UNIVERSITY FUND
3
TOTAL

Publications

INDEXED PUBLICATION
19
NON-INDEXED PUBLICATION
1
OTHERS PUBLICATION
39
TOTAL

Supervisions

DEGREE
0
MASTER
10
PHD
4
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
Efinix FPGA Implementation of Second Order Dynamic and Naive Bayes Classifier System
Efinix Technology (M) Sdn. Bhd. Contract Research DTD
2022
Privacy Enhancement of Revocable Group Signature Scheme for Low-End Devices.
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2020
TRAFFIC FLOWS CLASSIFICATION USING MACHINE LEARNING TECHNIQUES TO CONTROL CHILDREN'S ONLINE ACTIVITY
RUG OF UTM Tier 2
2019
Hybrid of BIST and Non Scan Design for Testability Method at Register Transfer Level
RUG OF UTM UTM Encouragement Research
2019
Architectural Exploration and Characterization of Dynamically Reconfigurable Network Processing Middlebox for Network Traffic Management
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2019
Privacy Enhancement of Anonymous Reputation Algorithm in Participatory Crowdsensing
RUG OF UTM Tier 2
2019
Obfuscated Computer Virus Detection using Machine Learning Algorithm
RUG OF UTM Tier 2
2018
Innovative Arduino hardware development and programming for Sekolah Tun Fatimah and SMK Bandar Tenggara students
SEAGATE INTERNATIONAL (JOHOR) SDN. BHD. Networking Grant
2017
Ingredient Mixing & Process Automation for Keropok Lekor Balls
MINISTRY OF EDUCATION Demand-Driven Innovation
2016
BUILT-IN SELF-TEST FOR FUNCTIONAL REGISTER-TRANSFER-LEVEL DESIGN USING ASSIGNMENT DECISION DIAGRAM
RUG OF UTM Encouragement Grant
2015
EVASION MALWARE DETECTION USING MACHINE LEARNING WITH KNOWN SIGNATURES ON NETWORK NODES
RUG OF UTM Potential Academic Staff
2014

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
Hardware Implementation Of Naive Bayes Classifier For Malware Detection
HARDWARE IMPLEMENTATION OF MACHINE LEARNING AND OTHER ALGORITHMS
Book Chapter UTM FIRST AUTHOR
2023
Active And Project-Based Learning Implementation In A Constructively Aligned Digital System Design Course
IEEE TRANSACTIONS ON EDUCATION
Publication In Web Of Science FIRST UTM CORRESPONDING AUTHOR
2023
High-Throughput And Low-Latency Asic Implementation Of Lightweight Cryptography
AIP CONFERENCE PROCEEDINGS
Publication In Scopus CO-AUTHOR
2023
An Overview Of Hardware Implementation Of Machine Learning And Other Selected Intensive Algorithms
HARDWARE IMPLEMENTATION OF MACHINE LEARNING AND OTHER ALGORITHMS
Book Chapter 2ND UTM CORRESPONDING AUTHOR
2023
Malicious Traffic Classification Using Hybrid Heuristic-Payload Based Technique With Machine Learning
AIP CONFERENCE PROCEEDINGS
Publication In Scopus UTM FIRST AUTHOR
2023
Social Distancing With Gesture-Based Door Control Using Ultrasonic Sensor
PROCEEDINGS OF 2023 ELECTRICAL ENGINEERING SYMPOSIUM (EES2023)VOLUME 3 - ELECTRONIC
Proceedings UTM FIRST AUTHOR
2023
Naïve-Bayes Classifier Implementation Using Efinix Fpga For Text/Packet Payload Classification
PROCEEDINGS OF 2023 ELECTRICAL ENGINEERING SYMPOSIUM (EES2023)VOLUME 3 - ELECTRONIC
Proceedings UTM FIRST AUTHOR
2023
Active Learning With Hands-On Simulation For Digital Electronic Course
NEW ACADEMIA LEARNING INNOVATION (NALI) 2023
Proceedings CO-AUTHOR
2023
Digital System Education Using Functional Hardware-Based Assignment
NEW ACADEMIA LEARNING INNOVATION NALI 2022 NURTURING HYFLEX TEACHING AND LEARNING INNOVATION
Proceedings CORRESPONDING AUTHOR
2022
Implementation Of Active Learning In Digital Systems Course
AIP CONFERENCE PROCEEDING
Publication In Scopus UTM FIRST AUTHOR
2022
Detection Of Malicious Javascript Code Using Machine Learning Technique
PROCEEDINGS OF 2022 ELECTRICAL ENGINEERING SYMPOSIUM (EES2022) -VOL. 3 ELECTRONIC
Proceedings CORRESPONDING AUTHOR
2022
Waste Management Using Ultrasonic Sensor And Fpga Implementation
ELECTRICAL ENGINEERING SYMPOSIUM (EES2022) – VOL. 4COMM
Proceedings UTM FIRST AUTHOR
2022
Smart Shoe With Ultrasonic Sensor For Blind Person
2022 ELECTRICAL ENGINEERING SYMPOSIUM (EES2022)- VOL. 3 ELECTRONIC
Proceedings UTM FIRST AUTHOR
2022
Opcode Detection For Obfuscated Computer Malware Using Machine Learning
PROCEEDINGS OF 2021 ELECTRICAL ENGINEERING SYMPOSIUM (EES2021)-VOL.3 ELECTRONIC
Proceedings UTM FIRST AUTHOR
2021
Car Parking Measurement Using Ultrasonic With Fpga
PROCEEDING OF 2021 ELECTRICAL ENGINEERING SYMPOSIUM (EES2021)-VOL. 3 ELECTRONIC
Proceedings UTM FIRST AUTHOR
2021
Applying Cloud Computing For Electronic Design Automation Education
PROCEEDING OF NEW ACADEMIA LEARNING INNOVATION (NALI) 2021 EXHIBITION & COMPETITION
Proceedings CORRESPONDING AUTHOR
2021
The Effectiveness Of Complex Programmable Logic Device For Learning Digital Systems During The Covid-19 Pandemic
SYMPOSIUM ON TEACHING & LEARNING PRACTICES IN ELECTRICAL ENGINEERING (STLEE 2021)
Proceedings CO-AUTHOR
2021
Active Learning In Synchronous Class For Digital Systems Course
SYMPOSIUM ON TEACHING & LEARNING PRACTICES IN ELECTRICAL ENGINEERING (STLEE 2021)
Proceedings CO-AUTHOR
2021
The Effectiveness Of Using Video For Online Laboratory During Pandemic
SYMPOSIUM ON TEACHING & LEARNING PRACTICES IN ELECTRICAL ENGINEERING (STLEE 2021)
Proceedings CORRESPONDING AUTHOR
2021
Online Traffic Classification For Malicious Flows Using Efficient Machine Learning Techniques
TELKOMNIKA (TELECOMMUNICATION COMPUTING ELECTRONICS AND CONTROL)
Publication In Scopus UTM FIRST AUTHOR
2021
Malicious Traffic Classification Using Hybrid Heuristic-Payload Based Technique With Machine Learning
5TH INTERNATIONAL OCNFERENCE ON ELECTRICAL ELECTRONIC COMMUNICATION AND CONTROL ENGINEERING (ICEECC 2021)
Conference Paper UTM FIRST AUTHOR
2021
Malicious Traffic Classification Using Payload Based Technique With Machine Learning
PROCEEDINGS OF 2021 ELECTRICAL ENGINEERING SYMPOSIUM (EES2021)-VOL.3 ELECTRONIC
Proceedings UTM FIRST AUTHOR
2021
Implementation Of Active Learning In Digital Systems Course
REGIONAL CONFERENCE IN ENGINEERING EDUCATION (RCEE) & RESEARCH IN HIGHER EDUCATION (RHED) 2020
Proceedings CORRESPONDING AUTHOR
2020

THE ART OF DIGITAL SYSTEM DESIGN A COMPENDIUM OF ELEGANT CIRCUITS
Book (Text) CO-AUTHOR
2020
Machine Learning Approach For Suspicious Traffic Classification
PROCEEDINGS OF 2020 ELECTRICAL ENGINEERING SYMPOSIUM (EES2020)
Proceedings UTM FIRST AUTHOR
2020
Edge Computing Intelligence Using Robust Feature Selection For Network Traffic Classification In Internet-Of-Things
IEEE ACCESS
Publication In Web Of Science CO-AUTHOR
2020
Wheelchair Collision Avoidance System Using Field Programmable Gate Array
PROCEEDINGS OF 2020 ELECTRICAL ENGINEERING SYMPOSIUM (EES2020)
Proceedings UTM FIRST AUTHOR
2020
Effectiveness Online Learning For Digital Systems Course During Covid-19 Pandemic
NEW ACADEMIA LEARNING INNOVATION(NALI) 2020 EXHIBITION & COMPETITION 2020
Proceedings UTM FIRST AUTHOR
2020
Impact Of Early Estimation Of Statistical Flow Features In On-Line P2p Classification
2020 IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED)
Publication In Scopus UTM FIRST AUTHOR
2020
Pre-Filters In-Transit Malware Packets Detection In The Network
TELKOMNIKA
Publication In Scopus UTM FIRST AUTHOR
2019
First Line Defense Against Spreading New Malware In The Network
2018 10TH COMPUTER SCIENCE AND ELECTRONIC ENGINEERING (CEEC)
Publication In Scopus UTM FIRST AUTHOR
2019

THE ART OF DIGITAL SYSTEM DESIGN A COMPENDIUM OF ELEGANT CIRCUITS
Monograph CO-AUTHOR
2019
Obfuscated Computer Virus Detection Using Machine Learning Algorithm
BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS
Publication In Scopus UTM FIRST AUTHOR
2019
Statistical Based Traffic Classification Using Machine Learning
PROCEEDINGS OF 2019 ELECTRICAL ENGINEERING SYMPOSIUM (EES2019)
Proceedings UTM FIRST AUTHOR
2019
Bicycle Collision Warning System Based On Fuzzy Logic Using Fpga
PROCEEDINGS OF 2019 ELECTRICAL ENGINEERING SYMPOSIUM (EES2019)
Proceedings UTM FIRST AUTHOR
2019
Obfuscated Computer Virus Detection Using Machine Learning Algorithm
3RD ICEECC 2018 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC, COMMUNICATION AND CONTROL ENGINEERING
Conference Paper CORRESPONDING AUTHOR
2018
Computer Virus Detection Using Machine Learning Algorithm
PROCEEDINGS OF 2018 ELECTRICAL ENGINEERING SYMPOSIUM (EES2018)
Proceedings UTM FIRST AUTHOR
2018
Overlapping And Non-Overlapping N-Gram Malware Packet Classification Using Machine Learning
PROCEEDINGS OF 2018 ELECTRICAL ENGINEERING SYMPOSIUM (EES2018)
Proceedings UTM FIRST AUTHOR
2018
Impact Of Packet Inter-Arrival Time Features For Online Peer-To-Peer (P2p) Classification
INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING
Publication In Scopus CO-AUTHOR
2018

THE ART OF DIGITAL DESIGN A COMPENDIUM OF ELEGANT CIRCUIT
Book (Text) CO-AUTHOR
2018

THE ART OF DIGITAL DESIGN
Monograph CO-AUTHOR
2017
Secure File Transfer Using Openssl
RECENT ADVANCES IN HARDWARE SOFTWARE CO-DESIGN & PATTERN RECOGNITION
Book Chapter CORRESPONDING AUTHOR
2017
System Integration Of Heart Screening Device With Development Of Android Based Application
PROCEEDINGS OF 2017 ELECTRICAL ENGINEERING SYMPOSIUM (EES2017) -VOL. 3
Conference Paper UTM FIRST AUTHOR
2017
Impact Of Packet Inter-Arrival Time Features For Online Peer (P2p) Classification
INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC, COMMUNICATION AND CONTROL ENGINEERING 2017
Conference Paper CO-AUTHOR
2017
Implementation Of Bluetooth Low Energy Controller - Link Layer
PROCEEDINGS OF 2017 ELECTRICAL ENGINEERING SYMPOSIUM (EES2017) - VOL. 3
Proceedings UTM FIRST AUTHOR
2017
Cooperative Learning For Distributed In-Network Traffic Classification
IOP CONFERENCE SERIES:MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2017
Multi-Stage Feature Selection For On-Line Flow Peer-To-Peer Traffic Identication
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE (CCIS)
Publication In Scopus UTM FIRST AUTHOR
2017
Cooperative Learning For Online In-Network Performance Monitoring
2015 IEEE 12TH MALAYSIA INTERNATIONAL CONFERENCE ON COMMUNICATIONS (MICC)
Publication In Scopus UTM FIRST AUTHOR
2016
Cooperative Learning For Distributed In-Network Traffic Classification
PROCEEDINGS OF THE 2016 ELECTRICAL ENGINEERING, COMPUTER SCIENCE, AND INFORMATICS CONFERENCE (EECSI 2016)
Conference Paper CO-AUTHOR
2016

GIST OF LOGIC DESIGN
Monograph CO-AUTHOR
2016
Metamorphic Malware Detection Based On Support Vector Machine Classification Of Malware Sub-Signatures
TELECOMMUNICATION, COMPUTING, ELECTRONIC AND CONTROL
Publication In Scopus CO-AUTHOR
2016
Online Peer-To-Peer Traffic Identification Based On Complex Events Processing Of Traffic Event Signatures
JURNAL TEKNOLOGI
Publication In Web Of Science CO-AUTHOR
2016
Cooperative Learning For Online Distributed In-Network Performance Monitoring
INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTER SCIENCE AND INFORMATICS (EECSI 2016)
Conference Paper CO-AUTHOR
2016
Hybrid Filter/ Wrapper Feature Selection Methods For Detecting New Malware Variants
3RD INTERNATIONAL SCIENCE POSTGRADUATE CONFERENCE (ISPC 2015)
Conference Paper CO-AUTHOR
2015
Feature Selection And Machine Learning Classification For Malware Detection
JURNAL TEKNOLOGI
Publication In Scopus CO-AUTHOR
2015
Incorporating Known Malware Signatures To Classify New Malware Variants In Network Traffic
INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Stateless Malware Packet Detection By Incorporating Naive Bayes With Known Malware Signatures
APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2014
Malware Detection Using Augmented Naive Bayes With Domain Knowledge And Under Presence Of Class Noise
INTERNATIONAL JOURNAL OF INFORMATION AND COMPUTER SECURITY
Publication In Scopus UTM FIRST AUTHOR
2014
Malware Control: Issues And Challenges
STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED 2008)
Conference Paper UTM FIRST AUTHOR
2008

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name Grant Register No. IP Level IP Category
FILTERING PROGRAM LY2019008656 NATIONAL COPYRIGHT
NEW ATTACKS PROGRAM LY2019008655 NATIONAL COPYRIGHT
NBTABLENEW PROGRAM LY2019008654 NATIONAL COPYRIGHT
CLASSIFICATION NEW PROGRAM LY2019008912 NATIONAL COPYRIGHT
NAIVE BAYES CLASSIFICATION LY2018006378 NATIONAL COPYRIGHT
INFORMATION GAIN FEATURE SELECTION LY2018006381 NATIONAL COPYRIGHT
N-GRAM FEATURE EXTRACTION LY2018006414 NATIONAL COPYRIGHT
DOMAIN KNOWLEDGE IN FORM OF SNORT SIGNATURES LY2018006351 NATIONAL COPYRIGHT
NAIVE BAYES LOOKUP TABLE MODEL (NBTABLE PROGRAM) LY2018006411 NATIONAL COPYRIGHT
NAÏVE-BAYES CLASSIFIER ON SOFTWARE ENVIRONMENT AND EFINIX T120F324 FPGA NATIONAL COPYRIGHT
SMART SHOES SYSTEM VERILOG NATIONAL COPYRIGHT
TRAFFIC CLASSIFICATION BASED ON HEURISTIC NATIONAL COPYRIGHT
ONLINE TRAFFIC CLASSIFICATION LY202000689 NATIONAL COPYRIGHT
STATELESS REASSEMBLE LY2020004385 NATIONAL COPYRIGHT
MULTI N-GRAM EXTRACTION OF SNORT SIGNATURES LY2020005391 NATIONAL COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
BAN MOHAMMED KHAMMAS
NETWORK LEVEL MALWARE DETECTION BASED ON PACKET PAYLOAD CLASSIFICATION.
PHD GRADUATED CO-SUPERVISOR 2016
JOSEPH STEPHEN BASSI
NETWORK TRAFFIC CLASSIFICATION WITH COOPERATIVE LEARNING FOR DISTRIBUTED NETWORK MONITORING
PHD GRADUATED CO-SUPERVISOR 2017
BUSHRA MOHAMMED ALI ABDALLA
IMPROVED STATISTICAL FLOW FEATURE SELECTION FOR HEAVY-BANDWIDTH ON-LINE TRAFFIC CLASSIFICATION
PHD GRADUATED CO-SUPERVISOR 2019
USMAN HUMAYUN
FLOW TABLE OVERFLOW MANAGEMENT IN SOFTWARE DEFINED NETWORKS.  
PHD ON GOING CO-SUPERVISOR
SALIM ALI ABDULRRAZIQ ADREES

MASTER GRADUATED SUPERVISOR 2019
MOHAMMED HASAN ALI AHMED ALI

MASTER GRADUATED SUPERVISOR 2020
YAHYA KHALED AL HUSSEIN

MASTER GRADUATED SUPERVISOR 2020
LEE ZHI HAN

MASTER GRADUATED SUPERVISOR 2021
YU CHII HENG

MASTER GRADUATED SUPERVISOR 2022
LEE MING YI

MASTER GRADUATED SUPERVISOR 2022
NUR IRDINA BINTI MOHD SHAHRIR

MASTER ON GOING SUPERVISOR
ALVIN CHAN CHIN KHAI

MASTER ON GOING SUPERVISOR