Development of a keylogger malware incorporating machine learning techniques

Development of a keylogger malware incorporating machine learning techniques

Due to the rapid globalization due to rapid advancement in technology, we have seen a drastic rise in the number of online users over the past ten years. Although technology has brought about many conveniences and benefits to our lives, we must also acknowledge the rise in the number of cyber-crim...

Full description

Bibliographic Details
Main Author:	Tan, Zi Qi
Other Authors:	Chan Chee Keong
Format:	Final Year Project (FYP)
Language:	English
Published:	Nanyang Technological University 2024
Subjects:	Engineering
Online Access:	https://hdl.handle.net/10356/177142

Similar Items

Pembangunan perisian keylogger pada honeypot /
by: Siti Umaira Ibrahim, author, et al.
Published: (2012)

Pembangunan perisian keylogger pada honeypot [electronic resource]/
by: Siti Umaira Ibrahim, author
Published: (2012)

Machine learning for malware detection
by: Hong, Qing Fu
Published: (2017)

CBFISKD: A Combinatorial-Based Fuzzy Inference System for Keylogger Detection
by: Femi Emmanuel Ayo, et al.
Published: (2023-04-01)

A survey of keylogger and screenlogger attacks in the banking sector and countermeasures to them
by: Sbai, H, et al.
Published: (2018)

Stateless malware packet detection by incorporating Naive Bayes with known malware signatures
by: Ismail, Ismahani, et al.
Published: (2014)

Incorporating known malware signatures to classify new malware variants in network traffic
by: Ismail, Ismahani, et al.
Published: (2015)

Machine learning based Android malware detection
by: Huang, Hanlin
Published: (2018)

Detecting malware using deep learning techniques
by: Koh, Darrell Nern Wei
Published: (2021)

Metamorphic malware detection using machine learning
by: Ahmed Ali, Mohammed Hasan Ali
Published: (2020)

Malware visualizer: A web apps malware family classification with machine learning
by: Mohd Zamri, Osman, et al.
Published: (2021)

Malware detection in memory images using machine learning
by: Neo, Guat Kwan
Published: (2023)

Detecting Malware with Classification Machine Learning Techniques
by: Mohd Yusof, Mohd Azahari, et al.
Published: (2023)

Detecting Malware with Classification Machine Learning Techniques
by: Mohd Yusof, Mohd Azahari, et al.
Published: (2023)

Feature selection and machine learning classification for malware detection
by: Khammas, Ban Mohammed, et al.
Published: (2015)

Malware detection application for android using machine learning
by: Loh, Jing Kai
Published: (2019)

Android app representation for machine learning based malware detection
by: Zheng, Dunyuan
Published: (2018)

Metamorphic malware detection based on support vector machine classification of malware sub-signatures
by: Khammas, Ban Mohammed, et al.
Published: (2016)

Comparing malware attack detection using machine learning techniques in iot network traffic.
by: Yee, Zi Wei, et al.
Published: (2023)

Evaluation of Supervised Machine Learning Techniques for Dynamic Malware Detection
by: Hongwei Zhao, et al.
Published: (2018-01-01)

A Comprehensive Survey on Machine Learning Techniques for Android Malware Detection
by: Vasileios Kouliaridis, et al.
Published: (2021-04-01)

Machine learning algorithm for malware detection: taxonomy, current challenges, and future directions.
by: Gorment, Nor Zakiah, et al.
Published: (2023)

Rapidrift: Elementary Techniques to Improve Machine Learning-Based Malware Detection
by: Abishek Manikandaraja, et al.
Published: (2023-09-01)

Overlapping and non-overlapping n-gram malware packet classification using machine learning
by: Ismail, Ismahani, et al.
Published: (2018)

Machine Learning Malware Detection For Android
by: Amir Muhammad Hafiz, Othman
Published: (2022)

Review of hybrid analysis technique for malware detection
by: Yus Kamalrul, Mohamed Yunus, et al.
Published: (2020)

Malware detection techniques using artificial immune system
by: Mohamed Ali, Mohamed Ahmed, et al.
Published: (2012)

Detection of mobile malware in the wild
by: Chandramohan, Mahinthan, et al.
Published: (2013)

Detection of Android Malware Using Machine Learning and Siamese Shot Learning Technique for Security
by: Fahdah A. Almarshad, et al.
Published: (2023-01-01)

Detection of Malware by Deep Learning as CNN-LSTM Machine Learning Techniques in Real Time
by: Muhammad Shoaib Akhtar, et al.
Published: (2022-11-01)

Android malware detection through online learning
by: Duan, Zhizhou
Published: (2018)

Exploring Malware Behavior of Webpages Using Machine Learning Technique: An Empirical Study
by: Alhanoof Faiz Alwaghid, et al.
Published: (2020-06-01)

Malware attribution
by: Foo, Ce Zhi
Published: (2018)

Frequency analysis and online learning in malware detection
by: Huynh, Ngoc Anh
Published: (2019)

Malware Detection In Android Using Machine Learning
by: Muhammad Hazriq Akmal, Zairol
Published: (2023)

Evaluation of Machine Learning Algorithms for Malware Detection
by: Muhammad Shoaib Akhtar, et al.
Published: (2023-01-01)

Metamorphic malware detection using machine learning /
by: Mohammed Hasan Ali Ahmed Ali, 1991-, author 650791, et al.
Published: (2020)

Metamorphic malware detection using machine learning /
by: Mohammed Hasan Ali Ahmed Ali, 1991-, author 650791
Published: (2020)

Machine learning approach to malware classifications / detection /
by: Fadzlie Aimi Mohd. Zain, 1986-, et al.
Published: (2011)

Android malware detection using big data analytics techniques
by: Han, Bihui
Published: (2016)