Top of page
Global Site Navigation

School of Science

Local Section Navigation

Help us improve our content by rating this page.

Page rating system

Please leave a comment about your rating so we can better understand how we might improve the page.

You are here: Main Content

Mr Naeem Firdous Syed

Overview of thesis

Intelligent Cyber-Security Framework for Detecting Malicious Attacks against the Internet-of-Things (IoT)

The Internet of Things (IoT) paradigm is changing the way people live and work in society. The advancements in various information and communication technologies has paved the way for new possibilities and opportunities both in households and industries to build such an Internet of connected devices. As billions of IoT devices are projected to be connected to Internet by 2020, there is an urgent need for building solutions that protect these devices from misuse. Middleware based IoT application protocols play a crucial role in enabling bidirectional communication and remote controllability of IoT devices. Among the various IoT application protocols, Message Queuing Telemetry Protocol (MQTT) and Extensible Messaging and Presence Protocol (XMPP) are being widely adopted for building the IoT applications. Hence, this work aims to study the cyberattacks targeting IoT environments deployed using these application protocols. Through this thesis, a honeypot data analysis framework will be proposed to accurately detect existing and zero-day attacks targeting the MQTT and XMPP protocols. The proposed framework will leverage the benefits of proven unsupervised machine learning techniques to accurately detect attacks. The framework will also yield results in an easy to understand format which will help analysts in building effective IoT protection systems.

Qualifications

  • Master of Science in Computer Networks, King Fahd University of Petroleum and Minerals, Computer Engineering Dept. Saudi Arabia, Dhahran (2008-2010)
  • Bachelor of Engineering in Electronics and Communication Engineering, Anna University, Dr. M.G.R Engineering College, Chennai (2001 – 2005)
  • Cisco Certified Network Associate (CCNA Routing and Switching) - Cisco, License CSCO12575168 - May 2014 – May 2017
  • Certified Sonicwall Security Administrator (CSSA), Sonicwall, License EE28-B2D5- D08F-4A78, March 2012 – March 2014

Research

Research Interests

  • Cyber Security, Machine learning, Internet of Things

Past Research employment history

  • Sr. Network Engineer, M. H AlShaya Co. 2011-2016
  • Research Assistant, King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia, 2008–2011
  • Programmer Analyst, Cognizant Technology Solutions, Chennai, India, 2007-2008

Supervisors

Zubar Baig, Craig Valli, Ahmed Ibrahim

Contact

Mr. Syed Naeem Firdous
PhD Student
ECU Security Research Institute
School of Science
Skip to top of page