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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Rahman, Mohammad Muhibur, Ahmed, Anushua, Khan, Mutasim Husain, Jamshed, Abrar, Rahman, Md Hafijur
Άλλοι συγγραφείς:	Kaykobad, Mohammad
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	2024
Θέματα:	Malware Deep learning Neural network Transformer Data mining Malware (Computer software) > Prevention Electronic transformers > Design and construction
Διαθέσιμο Online:	http://hdl.handle.net/10361/23557

Παρόμοια τεκμήρια

Malware detection in blockchain using CNN
ανά: Alam, Afreen, κ.ά.
Έκδοση: (2021)

Analysis of malware prediction based on infection rate using machine learning techniques
ανά: Zawad, Safir, κ.ά.
Έκδοση: (2020)

ShielDroid: a hybrid ML and DL approach for real-time malware detection system in Android
ανά: Ahmed, Md Faisal, κ.ά.
Έκδοση: (2021)

Malware Detection Using Neural Network
ανά: Kayum, Syed Irfan, κ.ά.
Έκδοση: (2021)

Analysing Facebook user risk using machine learning algorithm
ανά: Barua, Arnab, κ.ά.
Έκδοση: (2021)

An implementation and analysis of deep learning models for the detection of wheat diseases
ανά: Zubair, Ahmad, κ.ά.
Έκδοση: (2024)

Performance analysis of machine learning classi ers for detecting PE malware
ανά: Azmee, ABM.Adnan, κ.ά.
Έκδοση: (2020)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
ανά: Reza, S. M. Mushfiq, κ.ά.
Έκδοση: (2024)

PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
ανά: Rahman, Tahsinur, κ.ά.
Έκδοση: (2023)

Performance analysis of machine learning algorithms for Malware classification
ανά: Bushra, Raisa Hasan, κ.ά.
Έκδοση: (2023)

Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification
ανά: Labiba, Zaima, κ.ά.
Έκδοση: (2024)

Smart companion agent for mental well-being through Deep Learning and NLP
ανά: Khan, Rafiur, κ.ά.
Έκδοση: (2021)

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

A quantum Z-transform
ανά: Sarker, Md. Sajibur Rahman
Έκδοση: (2024)

Segmentation based Kidney Tumor Classification using Deep Neural Network
ανά: Mehedi, Md Humaion Kabir, κ.ά.
Έκδοση: (2022)

Data security model using deep learning and edge computing for Internet of Things (IoT) in smart city
ανά: Aziz, Md. Yasin, κ.ά.
Έκδοση: (2021)

Classification of peripheral blood cell images using deep learning
ανά: Aadi, Oyshik Ahmed, κ.ά.
Έκδοση: (2024)

Diabetic retinopathy detection and classification by using deep learning
ανά: Hossain, Shahriar, κ.ά.
Έκδοση: (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
ανά: Siddique, Labib Ahmed, κ.ά.
Έκδοση: (2022)

Transformers : principles and applications /
ανά: Gebert, Kenneth L.
Έκδοση: (1974)

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

Detection of violent activity in surveillance system using different deep learning techniques
ανά: Chakravorty, Tirthendu Prosad, κ.ά.
Έκδοση: (2024)

Optimizing abstractive summarization with fine-tuned PEGASUS
ανά: Rafi, Sadiul Arefin, κ.ά.
Έκδοση: (2024)

Detection and classification of speed limit traffic signs
ανά: Biswas, Rubel, κ.ά.
Έκδοση: (2017)

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

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
ανά: Bhuiyan, Mahdi Hasan, κ.ά.
Έκδοση: (2024)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
ανά: Uddin, Md.Tousif, κ.ά.
Έκδοση: (2021)

Conductor-insulator quantum phase transitions

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

Bangla text classification using machine learning and deep learning techniques
ανά: Salehin, Kamrus, κ.ά.
Έκδοση: (2021)

Skew angle detection of bangla script using radon transform
ανά: Habib, S. M. Murtoza, κ.ά.
Έκδοση: (2010)

Cancer classification using deep learning from medical image data
ανά: Monir, Raiyan Janik, κ.ά.
Έκδοση: (2022)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
ανά: Sikder, Shihab Uddin, κ.ά.
Έκδοση: (2022)

Bang-lish sentiment classification using deep learning
ανά: Saleheen, Abrar, κ.ά.
Έκδοση: (2023)

Classification of different magnetic structures from image data using deep neural networks
ανά: Ibn Hasib, Fahad, κ.ά.
Έκδοση: (2023)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
ανά: Datta, Nirjhor, κ.ά.
Έκδοση: (2024)

Predicting epileptic seizure from Electroencephalography (EEG) using hilbert huang transformation and neural network
ανά: Rahman, Md. Oliur, κ.ά.
Έκδοση: (2015)

Gender equitable policy reforms in Bangladesh: The role of informal networks and practices
ανά: Sultan, Maheen, κ.ά.
Έκδοση: (2022)

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

Night mode prohibitory traffic signs detection
ανά: Biswas, Rubel, κ.ά.
Έκδοση: (2017)