Automating Behavior-based Ransomware Analysis, Detection, and Classification Using Machine Learning

About this item

Title

Automating Behavior-based Ransomware Analysis, Detection, and Classification Using Machine Learning

Content partner

Victoria University of Wellington

Collection

Open Access Victoria University of Wellington

Description

<b>Ransomware is malware that hijacks a victim's data using encryption and demands a ransom in exchange for the decryption key. Ransomware has gained prominence due to its attack vector and the irreversible nature of damage to data. Ransomware has indiscriminately attacked individuals and organizations worldwide, disrupting their businesses and services. The number of successful ransomware attacks across the globe highlights the inadequacy of existing ransomware defense. </b> Static and dynam...

Read more

Format

Research paper

Research format

Scholarly text / Thesis

Thesis level

Doctoral

Date created

2023

Creator

Muhammad Shabbir Abbasi

URL

https://figshare.com/articles/thesis/Automating_Behavior-based_Ransomware_Analysis_Detection_and_...

Related subjects

Evolutionary computation / Fuzzy computation / System and network security / Malware Behavior Analysis / Behavior-based Malware Detection / Evolutionary Computation / Genetic Programming / Particle Swarm Optimization / Symbolic Regression / Feature Selection / Computer Security / Cybersecurity / School: School of Engineering and Computer Science / Computer System Security / Neural, Evolutionary and Fuzzy Computation / Expanding knowledge in the information and computing sciences / Degree Discipline: Computer Science / Degree Level: Doctoral / Degree Name: Doctor of Philosophy

What is the copyright status of this item?

All Rights Reserved

This item is all rights reserved, which means you'll have to get permission from Victoria University of Wellington before using it.

More Information

Victoria University of Wellington has this to say about the rights status of this item:

Author Retains Copyright

What can I do with this item?

You must always check with Victoria University of Wellington to confirm the specific terms of use, but this is our understanding:

Non-infringing use

NZ Copyright law does not prevent every use of a copyright work. You should consider what you can and cannot do with a copyright work.

No sharing

You may not copy and/or share this item with others without further permission. This includes posting it on your blog, using it in a presentation, or any other public use.

No modifying

You are not allowed to adapt or remix this item into any other works.

No commercial use

You may not use this item commercially.