I am a first year Ph.D. student at Iran University of Science and Technology (IUST). I have got my B.Sc. in computer engineering / software from Arak University and then received my M.Sc. degree from Iran University of Science and Technology (IUST).
- Ph.D., Computer Engineering, Software; Iran University of Science and Technology (IUST) (2018 - Now)
- M.Sc., Computer Engineering, Software; Iran University of Science and Technology (IUST)
- B.Sc., Computer Engineering, Software; Arak University (2011 - 2015)
My research interests are about automated software engineering (ASE), especially automated software testing. As a new contribution I want to use deep learning techniques in various phases of software testing process. For the time being, I have focused on fuzz testing and test data generation in file format fuzzers. I used deep neural networks (kind of deep learning) to statistically capture the format of highly complex file structures and then built a generative model to generate new test data. It seems that there is a straight relationship between well-formed files and percentage of code coverage when Software Under Test (SUT) was executed with such files as input.
Hmm… It is on the way!
In my M.Sc. thesis, I designed and built IUST-DeepFuzz, a file format fuzzer. IUST-DeepFuzz can learn the grammar (or structure) of file automatically and then generate various test data. You can find all relevant information about my M.Sc. thesis on the IUST-DeepFuzz GitHub repository.
In my B.Sc. project, I worked on agent-oriented software engineering and developed a multi-agent system to participate in the multi-agent programming contest (MAPC). Unfortunately, the competitions did not hold in the year 2014, for the technical reasons raised by the new scenario, and our team could not participate in the competitions.
As a software engineer, I know about software development methodologies, software architectures, enterprise applications design and development, programming, and computer networks. I am an expert in object-oriented design, database concepts, and ORMs. During the IUST master program, I learned about distributed systems, advanced software engineering, software reverse engineering techniques, cluster, grid, and cloud computing, and secure and dependable software systems design.
From summer 2013 my friends and I also maintain Micropedia a free software engineering/ programming tutorials website in Persian. You can find some basic programming tutorials on Micropedia.
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