A convolutional neural network based model with improved activation function and optimizer for effective intrusion detection and classification

A convolutional neural network based model with improved activation function and optimizer for effective intrusion detection and classification

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Kabir, Solaiman, Sakib, Sadman, Hossain, Md. Akib, Islam, Safi
مؤلفون آخرون:	Hossain, Muhammad Iqbal
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2021
الموضوعات:	Intrusion Detection System (IDS) Multiclass classi fication CNN DNN Machine learning.
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/14733

مواد مشابهة

Visualization of security vulnerabilities through intrusion detection system
بواسطة: Ahmed, Ibrar, وآخرون
منشور في: (2010)

Urban sound classification using convolutional Neural Network and long short term memory based on multiple features
بواسطة: Das, Joy Krishan, وآخرون
منشور في: (2021)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
بواسطة: Fiha, Yeamin Jahan, وآخرون
منشور في: (2022)

Music genre classification with convolutional neural network
بواسطة: Chowdhury, Masud, وآخرون
منشور في: (2022)

Malicious data classification in packet data network through hybrid meta deep learning
بواسطة: Tapu, Sakib Uddin, وآخرون
منشور في: (2023)

Application of deep learning in MRI classification of Schizophrenia
بواسطة: Joyee, Ramisa Fariha, وآخرون
منشور في: (2024)

Training free non-intrusive load monitoring of electronic appliances battery charging with low sampling rate
بواسطة: Nahar, Shamsun, وآخرون
منشور في: (2016)

Classification of Bangladeshi soil texture using convolutional neural network
بواسطة: Raj, Hafiz Mohiuddin, وآخرون
منشور في: (2023)

Integration of handcrafted and deep neural features for Melanoma classification
بواسطة: Rahman, Mohammad Saminoor, وآخرون
منشور في: (2022)

Aﬀective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting
بواسطة: khan, Md. Sakib, وآخرون
منشور في: (2021)

Segmentation based Kidney Tumor Classification using Deep Neural Network
بواسطة: Mehedi, Md Humaion Kabir, وآخرون
منشور في: (2022)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
بواسطة: Sikder, Shihab Uddin, وآخرون
منشور في: (2022)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
بواسطة: Islam, MD. Arman, وآخرون
منشور في: (2023)

Speech command classification based on deep neural networks
بواسطة: Hossain, Md. Sakib, وآخرون
منشور في: (2023)

Efficient and effective automated surveillance agents using kernel tricks
بواسطة: Ahmed, Tarem, وآخرون
منشور في: (2016)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
بواسطة: Haque, Samiha, وآخرون
منشور في: (2021)

Dynamic spam detection system and most relevant features identiﬁcation using random weight network
بواسطة: Zaman, Syed Mahbubuz, وآخرون
منشور في: (2021)

Interior design drawings - coordination plan (Architectural Consultant Drawings)
بواسطة: WOHA Designs PTE LTD
منشور في: (2023)

Pneumonia Disease detection using the convolutional neural network
بواسطة: Ashrafee, Md. Iftid, وآخرون
منشور في: (2024)

Quantum error correction using quantum convolutional neural network
بواسطة: Mishu, Niloy Deb Roy, وآخرون
منشور في: (2021)

Do Elections Always Motivate Incumbents? : Experimentation vs. Career Concerns /
بواسطة: Lockwood, Ben
منشور في: (2003)

Detecting Deepfake images using deep convolutional neural network
بواسطة: Dhar, Arpita, وآخرون
منشور في: (2022)

Bengali hand sign language recognition using convolutional neural networks
بواسطة: Rumi, Roisul Islam, وآخرون
منشور في: (2019)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
بواسطة: Mashraf, Chowdhury Zerif, وآخرون
منشور في: (2021)

Brain tumor detection with convolutional neural network
بواسطة: Galib, Abrar Tahmid, وآخرون
منشور في: (2024)

Vulgar and spam comment identification using Gluon Natural Language Processing and Convolution Neural Networks
بواسطة: Jahan, Rufyda
منشور في: (2019)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
بواسطة: Ishrak, Gazi Hasin, وآخرون
منشور في: (2022)

Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture
بواسطة: Shafique, Nadia, وآخرون
منشور في: (2023)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
بواسطة: Awwal, Alvina, وآخرون
منشور في: (2021)

Analyzing CV/resume using natural language processing and machine learning
بواسطة: Reza, Md. Tanzim, وآخرون
منشور في: (2018)

Leaf classification by feature extraction using CNN
بواسطة: Bhuiyan, Md. Mazharul Islam, وآخرون
منشور في: (2020)

A system to prevent social violence using convolutional neural network
بواسطة: Akter, Sanzida, وآخرون
منشور في: (2023)

Early prediction of Alzheimer's disease using convolutional neural network
بواسطة: Abed, Mahjabeen Tamanna, وآخرون
منشور في: (2020)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
بواسطة: Mahbub, Riasat, وآخرون
منشور في: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
بواسطة: Sakir, Adnan, وآخرون
منشور في: (2023)

Corn leaf disease detection using deep convolution neural network
بواسطة: Rabbi, Rawhatur, وآخرون
منشور في: (2023)

SWIFT and RTGS operations of Southeast Bank Limited
بواسطة: Biswas, Mehrab Hossain, وآخرون
منشور في: (2024)

Detection of amyotrophic lateral sclerosis using signal processing and machine learning
بواسطة: Ali, Zohair Mehtab
منشور في: (2020)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
بواسطة: Karim, Shabab, وآخرون
منشور في: (2018)

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
بواسطة: Rahman, Masroor, وآخرون
منشور في: (2023)