ISMAHANI BINTI ISMAIL

PENSYARAH KANAN (DS52)

Grant

9

Publication

27

Indexed Publication

9

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

# Grant Name Year
1 TRAFFIC FLOWS CLASSIFICATION USING MACHINE LEARNING TECHNIQUES TO CONTROL CHILDREN'S ONLINE ACTIVITY
RUG OF UTM Tier 2
2019
2 Hybrid of BIST and Non Scan Design for Testability Method at Register Transfer Level
RUG OF UTM UTM Encouragement Research
2019
3 Architectural Exploration and Characterization of Dynamically Reconfigurable Network Processing Middlebox for Network Traffic Management
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2019
4 Privacy Enhancement of Anonymous Reputation Algorithm in Participatory Crowdsensing
RUG OF UTM Tier 2
2019
5 Obfuscated Computer Virus Detection using Machine Learning Algorithm
RUG OF UTM Tier 2
2018
6 Innovative Arduino hardware development and programming for Sekolah Tun Fatimah and SMK Bandar Tenggara students
SEAGATE INTERNATIONAL (JOHOR) SDN. BHD. Networking Grant
2017
7 Ingredient Mixing & Process Automation for Keropok Lekor Balls
MINISTRY OF EDUCATION Demand-Driven Innovation
2016
8 BUILT-IN SELF-TEST FOR FUNCTIONAL REGISTER-TRANSFER-LEVEL DESIGN USING ASSIGNMENT DECISION DIAGRAM
RUG OF UTM Encouragement Grant
2015
9 EVASION MALWARE DETECTION USING MACHINE LEARNING WITH KNOWN SIGNATURES ON NETWORK NODES
RUG OF UTM Potential Academic Staff
2014

# Publication Name Year
1 Bicycle Collision Warning System Based On Fuzzy Logic Using Fpga
PROCEEDINGS OF 2019 ELECTRICAL ENGINEERING SYMPOSIUM (EES2019)
Proceedings UTM FIRST AUTHOR
2019
2 Statistical Based Traffic Classification Using Machine Learning
PROCEEDINGS OF 2019 ELECTRICAL ENGINEERING SYMPOSIUM (EES2019)
Proceedings UTM FIRST AUTHOR
2019
3 Obfuscated Computer Virus Detection Using Machine Learning Algorithm
BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS
Publication In Scopus UTM FIRST AUTHOR
2019
4
THE ART OF DIGITAL SYSTEM DESIGN A COMPENDIUM OF ELEGANT CIRCUITS
Monograph CO-AUTHOR
2019
5 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
6 Computer Virus Detection Using Machine Learning Algorithm
PROCEEDINGS OF 2018 ELECTRICAL ENGINEERING SYMPOSIUM (EES2018)
Proceedings UTM FIRST AUTHOR
2018
7 Overlapping And Non-Overlapping N-Gram Malware Packet Classification Using Machine Learning
PROCEEDINGS OF 2018 ELECTRICAL ENGINEERING SYMPOSIUM (EES2018)
Proceedings UTM FIRST AUTHOR
2018
8 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
9
THE ART OF DIGITAL DESIGN A COMPENDIUM OF ELEGANT CIRCUIT
Book (Text) CO-AUTHOR
2018
10 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
11
THE ART OF DIGITAL DESIGN
Monograph CO-AUTHOR
2017
12 Secure File Transfer Using Openssl
RECENT ADVANCES IN HARDWARE SOFTWARE CO-DESIGN & PATTERN RECOGNITION
Book Chapter CORRESPONDING AUTHOR
2017
13 Cooperative Learning For Distributed In-Network Traffic Classification
IOP CONFERENCE SERIES:MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2017
14 Implementation Of Bluetooth Low Energy Controller - Link Layer
PROCEEDINGS OF 2017 ELECTRICAL ENGINEERING SYMPOSIUM (EES2017) - VOL. 3
Proceedings UTM FIRST AUTHOR
2017
15 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
16
GIST OF LOGIC DESIGN
Monograph CO-AUTHOR
2016
17 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
18 Metamorphic Malware Detection Based On Support Vector Machine Classification Of Malware Sub-Signatures
TELECOMMUNICATION, COMPUTING, ELECTRONIC AND CONTROL
Publication In Scopus CO-AUTHOR
2016
19 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
20 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
21 Cooperative Learning For Online In-Network Performance Monitoring
2015 IEEE 12TH MALAYSIA INTERNATIONAL CONFERENCE ON COMMUNICATIONS (MICC)
Publication In Scopus UTM FIRST AUTHOR
2016
22 Feature Selection And Machine Learning Classification For Malware Detection
JURNAL TEKNOLOGI
Publication In Scopus CO-AUTHOR
2015
23 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
24 Hybrid Filter/ Wrapper Feature Selection Methods For Detecting New Malware Variants
3RD INTERNATIONAL SCIENCE POSTGRADUATE CONFERENCE (ISPC 2015)
Conference Paper CO-AUTHOR
2015
25 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
26 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
27 Malware Control: Issues And Challenges
STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED 2008)
Conference Paper UTM FIRST AUTHOR
2008

# 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

Grant

NATIONAL GRANTS
1
UNIVERSITY FUND
3
TOTAL

Publications

INDEXED PUBLICATION
9
NON-INDEXED PUBLICATION
1
OTHERS PUBLICATION
17
TOTAL

Supervision

DEGREE
0
MASTER
4
PHD
3
TOTAL