Analysis of malware prediction based on infection rate using machine learning techniques

Analysis of malware prediction based on infection rate using machine learning techniques

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Manylion Llyfryddiaeth
Prif Awduron:	Zawad, Safir, Mansur, Raiyan, Evan, Nahian, Asad, Ashub Bin
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2020
Pynciau:	Human learning techniques Malware prediction Neural Networks
Mynediad Ar-lein:	http://hdl.handle.net/10361/14056

Eitemau Tebyg

Malware detection in blockchain using CNN
gan: Alam, Afreen, et al.
Cyhoeddwyd: (2021)

A study of malware classification using deep learning
gan: Rahman, Mohammad Muhibur, et al.
Cyhoeddwyd: (2024)

ShielDroid: a hybrid ML and DL approach for real-time malware detection system in Android
gan: Ahmed, Md Faisal, et al.
Cyhoeddwyd: (2021)

Malware Detection Using Neural Network
gan: Kayum, Syed Irfan, et al.
Cyhoeddwyd: (2021)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
gan: Islam, Roman, et al.
Cyhoeddwyd: (2024)

Performance analysis of machine learning classi ers for detecting PE malware
gan: Azmee, ABM.Adnan, et al.
Cyhoeddwyd: (2020)

Automated fabric color prediction
gan: Muhtashima, Fawzia, et al.
Cyhoeddwyd: (2024)

Performance analysis of machine learning algorithms for Malware classification
gan: Bushra, Raisa Hasan, et al.
Cyhoeddwyd: (2023)

Predicting temperature of major cities using machine learning and deep learning
gan: Jaharabi, Wasiou, et al.
Cyhoeddwyd: (2024)

Machine learning as an indicator for breast cancer prediction
gan: Shadman, Tahsin Mohammed, et al.
Cyhoeddwyd: (2019)

A machine learning approach to predicting and mitigating traffic congestion
gan: Faisal, Abu Fatah Mohammed, et al.
Cyhoeddwyd: (2024)

Flight fare prediction using machine learning
gan: Noyon, Md. Shaim Hosan, et al.
Cyhoeddwyd: (2024)

Analysing Facebook user risk using machine learning algorithm
gan: Barua, Arnab, et al.
Cyhoeddwyd: (2021)

Cryptocurrency price prediction using Social Media Data Mining and Epidemic Modeling
gan: Safa, Bushra, et al.
Cyhoeddwyd: (2023)

Machine learning for stress prediction
gan: Salehin, Sherajus, et al.
Cyhoeddwyd: (2023)

PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
gan: Rahman, Tahsinur, et al.
Cyhoeddwyd: (2023)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
gan: Hasan, Raad, et al.
Cyhoeddwyd: (2021)

Predicting climate induced floods using machine learning
gan: Saleh, Chowdhury Nafis, et al.
Cyhoeddwyd: (2022)

An in depth analysis of neural network with application in finance
gan: Tasnim, Noshin, et al.
Cyhoeddwyd: (2019)

Efficient image processing and machine learning approach for predicting retinal diseases
gan: Hasib, Mehadi Hasan, et al.
Cyhoeddwyd: (2021)

Predictive maintenance of HVAC system using supervised machine learning algorithms
gan: Fahim, Md. Zubayer Ahmed, et al.
Cyhoeddwyd: (2021)

Predictive analysis on depression among university students in Bangladesh
gan: Ahmed, Syed Aref, et al.
Cyhoeddwyd: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
gan: Islam, Zahedul, et al.
Cyhoeddwyd: (2023)

Towards solving perception based autonomous driving assistant system
gan: Hossain, Md. Arafat, et al.
Cyhoeddwyd: (2022)

Agricultural yield and profit prediction using data analysis techniques
gan: Hassan, Fazal Mahmud, et al.
Cyhoeddwyd: (2019)

Heart disease prediction using techniques of classification in machine learning
gan: Afrose, Sadia, et al.
Cyhoeddwyd: (2021)

Prediction on large scale data using extreme gradient boosting
gan: Sawon, Md.Tariq Hasan, et al.
Cyhoeddwyd: (2016)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
gan: Tasnia, Rifah, et al.
Cyhoeddwyd: (2024)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
gan: Amin, M.M. Shahriar, et al.
Cyhoeddwyd: (2021)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)

Stock price prediction
gan: Das, Kaushik, et al.
Cyhoeddwyd: (2023)

Predicting peak performance of a cricket player using machine learning and data analytics
gan: Azam, Akif, et al.
Cyhoeddwyd: (2023)

Breast cancer prediction using different machine learning models
gan: Khandker Al- Muhaimin, et al.
Cyhoeddwyd: (2020)

Covid-19 infected lung detection using machine learning
gan: Islam, Md. Muntaha, et al.
Cyhoeddwyd: (2022)

Android platform to find blood donors and predicting most suitable donors
gan: Ahmed, Nakib, et al.
Cyhoeddwyd: (2018)

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
gan: Iqbal, Shahriar, et al.
Cyhoeddwyd: (2023)

Epileptic seizure prediction using bandpass filtering and convolutional neural network
gan: Rahman, Tasnia, et al.
Cyhoeddwyd: (2022)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
gan: Al Amin, Istiak, et al.
Cyhoeddwyd: (2022)

Flood prediction using machine learning models
gan: Syeed, Miah Mohammad Asif, et al.
Cyhoeddwyd: (2022)

Predicting regional accents of Bengali language using deep learning
gan: Ibrahim, Md. Abu, et al.
Cyhoeddwyd: (2022)