Hacking of the world : investigation on expansion of attack vectors
Expansion of attack vectors via fuzzing was achieved by acquiring relevant seeds from a large corpus in a short time span. We present a framework capable of extracting, categorising and managing object streams from fuzzing seeds according to type and relevance. Heuristic function of the framewor...
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sg-ntu-dr.10356-705112023-03-03T20:29:15Z Hacking of the world : investigation on expansion of attack vectors Yap, Yao Ming Liu Yang School of Computer Science and Engineering Centre for Computational Intelligence DRNTU::Engineering::Computer science and engineering::Software::Software engineering DRNTU::Engineering::Computer science and engineering::Software::Operating systems Expansion of attack vectors via fuzzing was achieved by acquiring relevant seeds from a large corpus in a short time span. We present a framework capable of extracting, categorising and managing object streams from fuzzing seeds according to type and relevance. Heuristic function of the framework was built upon experimentation and investigation into object streams. The result is a framework capable of processing a 78KB file with multiple objects in 29 seconds, a vast improvement in comparison to similar average timing for manual processing of only 1 object. 100 small to medium sized PDF (< 1000KB each) in 49 minutes. 14 seeds processed by framework were fuzzed using Failure Observation Engine (FOE) 2.1, each with minimum 50k iterations. No crashes were produced. Bachelor of Engineering (Computer Science) 2017-04-26T03:46:06Z 2017-04-26T03:46:06Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/70511 en Nanyang Technological University 59 p. application/pdf |
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DRNTU::Engineering::Computer science and engineering::Software::Software engineering DRNTU::Engineering::Computer science and engineering::Software::Operating systems Yap, Yao Ming Hacking of the world : investigation on expansion of attack vectors |
description |
Expansion of attack vectors via fuzzing was achieved by acquiring relevant seeds from a
large corpus in a short time span. We present a framework capable of extracting,
categorising and managing object streams from fuzzing seeds according to type and
relevance.
Heuristic function of the framework was built upon experimentation and investigation into
object streams. The result is a framework capable of processing a 78KB file with multiple
objects in 29 seconds, a vast improvement in comparison to similar average timing for
manual processing of only 1 object. 100 small to medium sized PDF (< 1000KB each) in 49
minutes.
14 seeds processed by framework were fuzzed using Failure Observation Engine (FOE) 2.1,
each with minimum 50k iterations. No crashes were produced. |
author2 |
Liu Yang |
author_facet |
Liu Yang Yap, Yao Ming |
format |
Final Year Project |
author |
Yap, Yao Ming |
author_sort |
Yap, Yao Ming |
title |
Hacking of the world : investigation on expansion of attack vectors |
title_short |
Hacking of the world : investigation on expansion of attack vectors |
title_full |
Hacking of the world : investigation on expansion of attack vectors |
title_fullStr |
Hacking of the world : investigation on expansion of attack vectors |
title_full_unstemmed |
Hacking of the world : investigation on expansion of attack vectors |
title_sort |
hacking of the world : investigation on expansion of attack vectors |
publishDate |
2017 |
url |
http://hdl.handle.net/10356/70511 |
_version_ |
1759854411963695104 |