ISMAHANI BINTI ISMAIL

PENSYARAH KANAN (DS52)

Grant (PI and Member)

10

Publication

34

Indexed Publication

11

H-Index (SCOPUS)

Citations (SCOPUS)

Note: List of all research grants and publications shown are based on data registered in RADIS

About Me

ismahani@utm.my

FACULTY OF ENGINEERING

INNOVATIVE ENGINEERING

-

LINUX; MACHINE LEARNING; LATEX; CLASSIFICATION; FEATURE EXTRACTION; FEATURE SELECTION; SUPERVISED LEARNING; ADVANCED MACHINE LEARNING; PATTERN CLASSIFICATION; DATA MINING AND KNOWLEDGE DISCOVERY

Legend : SPONSOR TYPE OF GRANT

# Grant Name Year
1 Privacy Enhancement of Revocable Group Signature Scheme for Low-End Devices.
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2020
2 TRAFFIC FLOWS CLASSIFICATION USING MACHINE LEARNING TECHNIQUES TO CONTROL CHILDREN'S ONLINE ACTIVITY
RUG OF UTM Tier 2
2019
3 Hybrid of BIST and Non Scan Design for Testability Method at Register Transfer Level
RUG OF UTM UTM Encouragement Research
2019
4 Architectural Exploration and Characterization of Dynamically Reconfigurable Network Processing Middlebox for Network Traffic Management
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2019
5 Privacy Enhancement of Anonymous Reputation Algorithm in Participatory Crowdsensing
RUG OF UTM Tier 2
2019
6 Obfuscated Computer Virus Detection using Machine Learning Algorithm
RUG OF UTM Tier 2
2018
7 Innovative Arduino hardware development and programming for Sekolah Tun Fatimah and SMK Bandar Tenggara students
SEAGATE INTERNATIONAL (JOHOR) SDN. BHD. Networking Grant
2017
8 Ingredient Mixing & Process Automation for Keropok Lekor Balls
MINISTRY OF EDUCATION Demand-Driven Innovation
2016
9 BUILT-IN SELF-TEST FOR FUNCTIONAL REGISTER-TRANSFER-LEVEL DESIGN USING ASSIGNMENT DECISION DIAGRAM
RUG OF UTM Encouragement Grant
2015
10 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
1 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
2
THE ART OF DIGITAL SYSTEM DESIGN A COMPENDIUM OF ELEGANT CIRCUITS
Book (Text) CO-AUTHOR
2020
3 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
4 Implementation Of Active Learning In Digital Systems Course
REGIONAL CONFERENCE IN ENGINEERING EDUCATION (RCEE) & RESEARCH IN HIGHER EDUCATION (RHED) 2020
Proceedings CORRESPONDING AUTHOR
2020
5 Wheelchair Collision Avoidance System Using Field Programmable Gate Array
PROCEEDINGS OF 2020 ELECTRICAL ENGINEERING SYMPOSIUM (EES2020)
Proceedings UTM FIRST AUTHOR
2020
6 Machine Learning Approach For Suspicious Traffic Classification
PROCEEDINGS OF 2020 ELECTRICAL ENGINEERING SYMPOSIUM (EES2020)
Proceedings UTM FIRST AUTHOR
2020
7 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
8 Obfuscated Computer Virus Detection Using Machine Learning Algorithm
BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS
Publication In Scopus UTM FIRST AUTHOR
2019
9 Bicycle Collision Warning System Based On Fuzzy Logic Using Fpga
PROCEEDINGS OF 2019 ELECTRICAL ENGINEERING SYMPOSIUM (EES2019)
Proceedings UTM FIRST AUTHOR
2019
10
THE ART OF DIGITAL SYSTEM DESIGN A COMPENDIUM OF ELEGANT CIRCUITS
Monograph CO-AUTHOR
2019
11 Statistical Based Traffic Classification Using Machine Learning
PROCEEDINGS OF 2019 ELECTRICAL ENGINEERING SYMPOSIUM (EES2019)
Proceedings UTM FIRST AUTHOR
2019
12 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
13 Overlapping And Non-Overlapping N-Gram Malware Packet Classification Using Machine Learning
PROCEEDINGS OF 2018 ELECTRICAL ENGINEERING SYMPOSIUM (EES2018)
Proceedings UTM FIRST AUTHOR
2018
14 Computer Virus Detection Using Machine Learning Algorithm
PROCEEDINGS OF 2018 ELECTRICAL ENGINEERING SYMPOSIUM (EES2018)
Proceedings UTM FIRST AUTHOR
2018
15 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
16
THE ART OF DIGITAL DESIGN A COMPENDIUM OF ELEGANT CIRCUIT
Book (Text) CO-AUTHOR
2018
17
THE ART OF DIGITAL DESIGN
Monograph CO-AUTHOR
2017
18 Secure File Transfer Using Openssl
RECENT ADVANCES IN HARDWARE SOFTWARE CO-DESIGN & PATTERN RECOGNITION
Book Chapter CORRESPONDING AUTHOR
2017
19 Cooperative Learning For Distributed In-Network Traffic Classification
IOP CONFERENCE SERIES:MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2017
20 Implementation Of Bluetooth Low Energy Controller - Link Layer
PROCEEDINGS OF 2017 ELECTRICAL ENGINEERING SYMPOSIUM (EES2017) - VOL. 3
Proceedings UTM FIRST AUTHOR
2017
21 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
22 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
23 Metamorphic Malware Detection Based On Support Vector Machine Classification Of Malware Sub-Signatures
TELECOMMUNICATION, COMPUTING, ELECTRONIC AND CONTROL
Publication In Scopus CO-AUTHOR
2016
24 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
25 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
26
GIST OF LOGIC DESIGN
Monograph CO-AUTHOR
2016
27 Cooperative Learning For Online In-Network Performance Monitoring
2015 IEEE 12TH MALAYSIA INTERNATIONAL CONFERENCE ON COMMUNICATIONS (MICC)
Publication In Scopus UTM FIRST AUTHOR
2016
28 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
29 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
30 Hybrid Filter/ Wrapper Feature Selection Methods For Detecting New Malware Variants
3RD INTERNATIONAL SCIENCE POSTGRADUATE CONFERENCE (ISPC 2015)
Conference Paper CO-AUTHOR
2015
31 Feature Selection And Machine Learning Classification For Malware Detection
JURNAL TEKNOLOGI
Publication In Scopus CO-AUTHOR
2015
32 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
33 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
34 Malware Control: Issues And Challenges
STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED 2008)
Conference Paper UTM FIRST AUTHOR
2008

Legend : SUPERVISION LEVEL LEVEL OF STUDY STATUS

# Supervision List
1 BAN MOHAMMED KHAMMAS
NETWORK LEVEL MALWARE DETECTION BASED ON PACKET PAYLOAD CLASSIFICATION.
CO-SUPERVISOR PHD GRADUATED
2 JOSEPH STEPHEN BASSI
NETWORK TRAFFIC CLASSIFICATION WITH COOPERATIVE LEARNING FOR DISTRIBUTED NETWORK MONITORING
CO-SUPERVISOR PHD GRADUATED
3 BUSHRA MOHAMMED ALI ABDALLA
IMPROVED STATISTICAL FLOW FEATURE SELECTION FOR HEAVY-BANDWIDTH ON-LINE TRAFFIC CLASSIFICATION
CO-SUPERVISOR PHD GRADUATED
4 ROS AZLINAWATI BINTI RAMLI
SYNTHESIS, CHARACTERIZATION AND MORPHOLOGICAL STUDY OF RASPBERRY CORE-SHELL STRUCTURE MICROGELS VIA PRE-EMULSIFIED SEMI-BATCH EMULSION POLYMERIZATION
SUPERVISOR MASTER GRADUATED
5 NURUL HAIZUM BINTI ARIFFIN
PIPELINE SYNTHESIS AND OPTIMIZATION OF DFG
CO-SUPERVISOR MASTER ON GOING
6 SALIM ALI ABDULRRAZIQ ADREES

SUPERVISOR MASTER GRADUATED
7 MOHAMMED HASAN ALI AHMED ALI

SUPERVISOR MASTER GRADUATED
8 YAHYA KHALED AL HUSSEIN

SUPERVISOR MASTER GRADUATED

Grant (PI)

NATIONAL GRANTS
1
UNIVERSITY FUND
3
TOTAL

Publications

INDEXED PUBLICATION
11
NON-INDEXED PUBLICATION
1
OTHERS PUBLICATION
22
TOTAL

Supervision

DEGREE
0
MASTER
5
PHD
3
TOTAL