UTM Scholar : DR. ISMAHANI BINTI ISMAIL

GRANT(PI & MEMBERS)

16

PUBLICATIONS

59

INDEXED PUBLICATION

19

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

INDUSTRY GRANTS

NATIONAL GRANTS

UNIVERSITY FUND

TOTAL

Publications

INDEXED PUBLICATION

NON-INDEXED PUBLICATION

OTHERS PUBLICATION

TOTAL

Supervisions

MASTER

PHD

TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name	Year
Enhancing Testability through Strategic Test Point Insertion in Logic Circuits RUG OF UTM UTM Encouragement Research	2024
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. &NBSP; 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
ALVIN CHAN CHIN KHAI MASTER GRADUATED SUPERVISOR 2024
NUR IRDINA BINTI MOHD SHAHRIR MASTER ON GOING SUPERVISOR