Fuzzing optimization of ImageMagick

This final year project will explore the application of a fuzzing program American Fuzzy Lop++ (AFL++) which will be used to fuzz the program ImageMagick and how to optimize of the fuzzing process to achieve a higher program coverage of our fuzzing target, ImageMagick in hopes of finding previous...

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Bibliographic Details
Main Author: Lim, Wei Rong
Other Authors: Lin Shang-Wei
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/156318
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Institution: Nanyang Technological University
Language: English
Description
Summary:This final year project will explore the application of a fuzzing program American Fuzzy Lop++ (AFL++) which will be used to fuzz the program ImageMagick and how to optimize of the fuzzing process to achieve a higher program coverage of our fuzzing target, ImageMagick in hopes of finding previously undiscovered bugs. This project will walk through the process of fuzzing optimization where we manage to achieve more than 20 times increase in fuzzing coverage of ImageMagick.