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Research is what I'm doing when I don't know what I'm doing
Werner von Braun

 
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Research Statement

Research

My main research area is hardware algorithms and architectures for network processing and security. I have been developing algorithms and techniques for Intrusion detection, network monitoring, spam detection, fast flux networks detection, malware mitigation and malicious websites detection. This includes: theory of computation, algorithms & data structures design and analysis, pattern matching algorithms,  filtering and compression. I have used artificial intelligence algorithms parallel programming, GPGPU to speedup pattern matching algorithms. Finally, I am extending my research to various fields that benefit from pattern matching such as RNA secondary structure prediction and cloud computing.

 

Research Interests

  • Cloud computing security
  • Pattern matching algorithms for network security
  • Hardware accelerated intrusion detection systems and algorithms
  • GPUs, computer architecture, parallel programming and parallel algorithms
  • Automatic signature generation and worm detection
  • Viruses, malware, spyware, adware and fast flux networks detection
  • Computer and network forensics
  • Arabic optical character recognition
  • Bioinformatics and RNA secondary structure prediction

Open Research Projects

  1. Characterization and Modeling of Fast Flux Networks
  2. A GPU Based Pattern Matching for Intrusion Detection Using MapReduce Framework and Dynamic Programming
  3. Analysis of Personalization in Social Networking and Search Engines
  4. GFlux: A Google-based System for Fast Flux Detection
  5. justTV: Citizen journalism and student reports

Graduate Students

Zohoor Alzou’bi

Characterization and Modeling of Fast Flux Networks

Ongoing

Noor Awad

Analysis of Personalization in Social Networking and Search Engines

Ongoing

Ansam Abu Dalo

A GPU Based Pattern Matching for Intrusion Detection Using MapReduce Framework and Dynamic Programming

Ongoing

Alumni

Alaa Alhowaide

Signs: Automatic Weighted Signature Generation for Intrusion Detections Systems

May 2012

Niveen Ekailan

Hybrid Pattern Matching Algorithm for Intrusion Detection Systems

Aug 2011

Mohammad Al-Masri

Optimized Artificial Bee Colony for Intrusion Detection Systems

Aug 2011

Duaa Alansari

Faster Pattern Matching for Intrusion Detection Using Exclusion and Inclusion Filters

May 2011

Bashar Al-Hag Asa'ad

RNA Secondary Structure Elements Prediction Classification System

Dec 2010

Khulood AL_Khamaiseh

BFWM: faster Pattern Matching for Intrusion Detection using Bloom Filters and Wu-Manber

Jan 2010

Wafa’a Alqarqaz

A Classifier System for Predicting RNA Secondary Structure Elements

May 2008

Open Graduation Projects

1. W-Meter Description: The majority of power consumed today is generated by burning fossil fuel which depletes natural resources and contributes to global warming. Measuring the power consumption of your household appliances is the first step in power saving! Even stand-by TV or satellite receiver consumes a lot of power.
This project is aimed at designing and implementing a Wattage meter (W-Meter) to measure household appliances power consumption. The meter would be installed between the power source and the appliance, and transmit data wirelessly to a central application for data collection and reporting.
Students: 3 Students: 3 (NES+CPE+CS)

2. Mo-Bill
Description: There are over 5 million mobile services subscribers in Jordan and the majority are using cards to recharge their accounts. There is no efficient way to figure out how much different services cost such as SMS or MMS message. Most users are not notified about new or additional charges such as SMS delivery reports.
This project is aimed and developing a cross platform application that keeps track of charges to your account and generate a detailed monthly bill. This includes but not limited to call duration, SMS/MMS msgs, GPRS and internet.
Students: 1 NES

3. SmartID
Description: This is project is part of the smarter campus initiative aimed at reducing emissions and the efficient use of power, water and other resources. The goal is to use new technology to create a student and employee ID card that can be used to mainly control paper consumption in printing and photocopying. Users will be able to charge their ID card with x amount of money using vending machine like device. All printers in open labs and future open copying machines will be equipped with a card reader. The users will place their card in the reader to be able to print or copy. Printers/copiers will only work if the user has credit on his card. The SmartID can be generalized to other services requiring payments such as Library, Cafeteria, Student Housing and the GYM. This project involves choosing the proper technology, hardware interface, strong programming background; security coding practices are a must.
Students: 1 NES

4. Paper less
Description Every day out homes of offices are clogged with tons of junk paper which keeps accumulating. This application aims to read, organize and present that information in a more flexible and suitable format. This will reduce clutter and save more tress! Develop a mobile app to use the smart phone cam to scan paper we accumulate every day: mail, bills, receipts, contracts, notes, business cards, The scanned images will be converted using OCR into fields filled into different databases or applications such as: access, excel, outlook or money…
2 Students: 1 CPE + 1 NES

5. V2T (Vtot)
Description: There are over 6 million mobile services subscribers in Jordan and numbers are expected to keep growing. Older users are not comfortable using the small mobile phones keypads and even if they have QWERTY they are not familiar with it. They cannot store new numbers, text (SMS), call customer service, or use menus! They have to ask for help every time they need charge their account using prepaid card. This project aims to develop a cross-platform application that recognizes voice commands (call, text, end…) and converts speech to text. The main deliverable is to enable older generation to send SMS messages.
Extensions: additional deliverable would be the ability to read text and tweet through speech.
1 NES Student

6. LightWaves: LIGHTweight Worms And Virus Elimination Software
Description: This project is aimed at the design of light weight virus protection software that would fit onto a USB boot sector or a mobile device. The goal is instantaneous and continuous protection against viruses. The system should be complete offering the following features

  1. Fast and On-Write-Scan
  2. Accuracy
  3. A Size of < 5MB including the rule and signatures database
  4. Online updating capability
  5. Simple user interface
1 NES Student