1. Mohammed Abuhamad
Contact
Information
Department of Computer Engineering
University of Central Florida (UCF)
368 Research I, 4000 Central Florida Blvd. Orlando, Florida, 32816
Tel: (407) 663-8139
Email: m.abuhamad@msn.com
Research
Interests
Information Security
Software Security, Mobile and Pervasive Computing Security, Privacy
Artificial Intelligence
Deep Learning and Machine Learning Security Applications, Anomaly Detection
Data Science
Data Mining, Information Retrieval, Knowledge Technology.
Business Intelligence
Customer Relationship Management, Enterprise Resource Planning, Data Integration, Business
Analytics, Statistical Inference, Probabilistic Models and Simulation, Performance Indicators.
Education Computer Science, University of Central Florida (UCF), Orlando, USA.
PhD candidate January 2019 - present
Computer Engineering, INHA University, Incheon, Republic of Korea.
PhD candidate September 2015 - present
Information Science & Technology, National University of Malaysia, Bangi, Malaysia.
Master of Information Technology (Artificial Intelligence) September 2010 - March 2013
Information Technology, Islamic University of Gaza, Gaza, Palestine.
Bachelor Degree in Computer Science September 2002 - August 2007
Courses and
Training
National University Of Malaysia, Bangi, Malaysia
– Workshop: Writing and Publishing in High Impact Journals January 2013
Pentaho Corporation, Kuala Lumpur, Malaysia
– Training Course: Pentaho Agile Business Intelligence System October - December 2012
– Workshop: Pentaho Business Analytics October - December 2012
– Workshop: Pentaho Data Integration October - December 2012
CAIT – National University Of Malaysia, Bangi, Malaysia
– Training Course: Microsoft Dynamics (Enterprise Resource Planning) May 2012
– Training Course: Microsoft Dynamics (Customer Relationship Management) March 2012
Career Development Institute, Gaza, Palestine
– Workshop: Leading Your Team June 2012
Computer Land Training centre, Gaza, Palestine
– Training Course: Web Programming and Design June - August 2009
Professional
Experience
Security Analytics Research Lab (SEAL)
University of Central Florida, United States of America January 2019 - present
Member; working on projects in the area of information security.
Projects:
– Circumventing software authorship identification using adversarial attributions
– Deep learning-based implicit continuous authentication using smartphone sensors
– Deep Learning-based library signature for accurate third-party library detection for android
Information Security Research Laboratory (ISRL)
INHA University, Republic of Korea September 2015 - December 2018
Member; working on government-funded research projects in the area of information security.
Projects:
– Big data approach to analyzing, characterizing, modeling, and defending against distributed
denial of service attacks
– Development of biometrics-based key infrastructure technology for on-line identification
– Real-time traffic measurement and high performance in-memory DB technologies for data center
2. Ministry of Interior, Palestine May 2013 to August 2015
– Employee at the computer and development department
Knowledge Technology Research Group,
Centre of Artificial Technology, Malaysia February 2011 to February 2013
Member, worked on several projects related to knowledge technology.
Projects:
– Semantic analysis for news streams
– Real-time business intelligence systems
– High frequency financial data analysis
Ministry of Interior, Palestine September 2007 to July 2010
– Employee at the computer and development department
Fajir Company for Computers, Palestine March 2008 to May 2010
– Owner and Manager
Several Web Services and Hosting Enterprises July 2007 to February 2010
– Freelancer as Web and software developer
Computer Skills – Programming Languages: Python, R, Java, C, C++.
– Applications and Tools: TEX, LATEX, Variety of web desgin and development tools, Pandas
and other common productivity packages for Windows, OS X, and Linux platforms
– Machine Learning Tools: Tensorflow, Keras, Scikit-learn, Pandas, NLTK , Gensim, Weka,
and others
– Business Intelligence: Pentaho Agile Business Intelligence System, Microsoft Dynamics
– Operating System: Linux, Windows, Apple OS X
Publications – “Code authorship identification using convolutional neural networks”, Future Generation Com-
puter Systems Volume 95 (2019)
– “Data Categorization and Model Weighting Approach for Language Model Adaptation in
Statistical Machine Translation” International Journal of Advanced Computer Science and
Applications Volume 10 (2019)
– “Large-Scale and Language-Oblivious Code Authorship Identification”, CCS ’18 Proceedings
of the 2018 ACM SIGSAC Conference on Computer and Communications Security (2018)
– “Event-Driven Business Intelligence Approach for Real-Time Integration of Technical and
Fundamental Analysis in Forex Market”, Journal of Computer Science Volume 9 (2013)
– “Chemical Rings Handwritten Recognition Based on Neural Network”, Uiquitous Computing
and Communication Journal Volume 3 (2008)
References Prof. Aziz Mohaisen
Computer Science Department, University of Central Florida, USA
Founding director of the Security Analytics Research Lab (SEAL)
Tel: +1 407-823-1294
Email: mohaisen@ucf.edu
Office: 377 Research 1, 4353 Scorpius Street, Orlando, FL 32816-0120, USA
Web: https://www.cs.ucf.edu/∼ mohaisen
Prof. Daehun Nyang
Computer Engineering Department, Inha University, Republic of Korea
Founding director of the Information Security Research Laboratory (ISRL)
Tel: +82 32-860-8424
Email: nyang@inha.ac.kr
Office: 1009 Hitech Center, Inha University
Web: http://www.isrl.kr (http://seclab.inha.ac.kr)
Prof. Masnizah Mohd
Head of Postgraduate Studies, Faculty of Information Science and Technology,
National University of Malaysia, Malaysia
Tel: +6-03-8921-6813
Email: mas@ftsm.ukm.my
