A study of malware classification using deep learning

A study of malware classification using deep learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Rahman, Mohammad Muhibur, Ahmed, Anushua, Khan, Mutasim Husain, Jamshed, Abrar, Rahman, Md Hafijur
Awduron Eraill:	Kaykobad, Mohammad
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	2024
Pynciau:	Malware Deep learning Neural network Transformer Data mining Malware (Computer software) > Prevention Electronic transformers > Design and construction
Mynediad Ar-lein:	http://hdl.handle.net/10361/23557

Eitemau Tebyg

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

Analysis of malware prediction based on infection rate using machine learning techniques
gan: Zawad, Safir, et al.
Cyhoeddwyd: (2020)

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)

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

An implementation and analysis of deep learning models for the detection of wheat diseases
gan: Zubair, Ahmad, et al.
Cyhoeddwyd: (2024)

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

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
gan: Reza, S. M. Mushfiq, et al.
Cyhoeddwyd: (2024)

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

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

Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification
gan: Labiba, Zaima, et al.
Cyhoeddwyd: (2024)

Smart companion agent for mental well-being through Deep Learning and NLP
gan: Khan, Rafiur, et al.
Cyhoeddwyd: (2021)

Schaum's outline of theory and problems of Laplace transforms /
gan: Spiegel, Murray R.
Cyhoeddwyd: (1965)

A quantum Z-transform
gan: Sarker, Md. Sajibur Rahman
Cyhoeddwyd: (2024)

Data security model using deep learning and edge computing for Internet of Things (IoT) in smart city
gan: Aziz, Md. Yasin, et al.
Cyhoeddwyd: (2021)

Segmentation based Kidney Tumor Classification using Deep Neural Network
gan: Mehedi, Md Humaion Kabir, et al.
Cyhoeddwyd: (2022)

Classification of peripheral blood cell images using deep learning
gan: Aadi, Oyshik Ahmed, et al.
Cyhoeddwyd: (2024)

Diabetic retinopathy detection and classification by using deep learning
gan: Hossain, Shahriar, et al.
Cyhoeddwyd: (2022)

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
gan: Siddique, Labib Ahmed, et al.
Cyhoeddwyd: (2022)

Schaum's outline of thoery and problems of laplace transforms /
gan: Spiegel,Murray R.
Cyhoeddwyd: (1986)

Transformers : principles and applications /
gan: Gebert, Kenneth L.
Cyhoeddwyd: (1974)

Optimizing abstractive summarization with fine-tuned PEGASUS
gan: Rafi, Sadiul Arefin, et al.
Cyhoeddwyd: (2024)

Detection of violent activity in surveillance system using different deep learning techniques
gan: Chakravorty, Tirthendu Prosad, et al.
Cyhoeddwyd: (2024)

Detection and classification of speed limit traffic signs
gan: Biswas, Rubel, et al.
Cyhoeddwyd: (2017)

Curious learner: a generative neuro-symbolic approach for function execution & illustration using natural language
gan: Joaa, A.F.M. Mohimenul
Cyhoeddwyd: (2024)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
gan: Bhuiyan, Mahdi Hasan, et al.
Cyhoeddwyd: (2024)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
gan: Uddin, Md.Tousif, et al.
Cyhoeddwyd: (2021)

Conductor-insulator quantum phase transitions

Digital transformation: new era of HR in perspective of Bata
gan: Nabila, Zannat Zohora
Cyhoeddwyd: (2017)

Skew angle detection of bangla script using radon transform
gan: Habib, S. M. Murtoza, et al.
Cyhoeddwyd: (2010)

Bangla text classification using machine learning and deep learning techniques
gan: Salehin, Kamrus, et al.
Cyhoeddwyd: (2021)

Cancer classification using deep learning from medical image data
gan: Monir, Raiyan Janik, et al.
Cyhoeddwyd: (2022)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
gan: Sikder, Shihab Uddin, et al.
Cyhoeddwyd: (2022)

Bang-lish sentiment classification using deep learning
gan: Saleheen, Abrar, et al.
Cyhoeddwyd: (2023)

Classification of different magnetic structures from image data using deep neural networks
gan: Ibn Hasib, Fahad, et al.
Cyhoeddwyd: (2023)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
gan: Datta, Nirjhor, et al.
Cyhoeddwyd: (2024)

Predicting epileptic seizure from Electroencephalography (EEG) using hilbert huang transformation and neural network
gan: Rahman, Md. Oliur, et al.
Cyhoeddwyd: (2015)

Gender equitable policy reforms in Bangladesh: The role of informal networks and practices
gan: Sultan, Maheen, et al.
Cyhoeddwyd: (2022)

Transgenic tomato (Solanum lycopersicum Mill.) regeneration by comparing different transformation techniques
gan: Datta, Anamika
Cyhoeddwyd: (2015)

Night mode prohibitory traffic signs detection
gan: Biswas, Rubel, et al.
Cyhoeddwyd: (2017)