Real time performance analysis on DDoS attack detection using machine learning

Real time performance analysis on DDoS attack detection using machine learning

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

Manylion Llyfryddiaeth
Prif Awduron:	Suvra, Debashis Kar, Sen, Tanusree, Mou, Maysha Maliha, Rahman, Asifur
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	DDoS attacks Detection Artificial intelligence Machine learning.
Mynediad Ar-lein:	http://hdl.handle.net/10361/14730

Eitemau Tebyg

Mitigating DDoS attacks using a resource sharing network
gan: Khan, Farabi Fardin, et al.
Cyhoeddwyd: (2022)

Analysis on IOT Botnet and DDOS attack
gan: Nur, Md. Walid Bin
Cyhoeddwyd: (2018)

Real-time DDoS detection in software-defined networks using machine learning
gan: Hasan, Kadir, et al.
Cyhoeddwyd: (2024)

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

A machine learning based approach for DDos attack detection
gan: Tahrim, Tasmiah, et al.
Cyhoeddwyd: (2024)

Botnet detection In IoT devices using machine learning
gan: Rouf, Shakir, et al.
Cyhoeddwyd: (2020)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
gan: Rafat, Md. Tasbi, et al.
Cyhoeddwyd: (2023)

Intrusion detection system for various IoT attacks on MQTT protocol
gan: Farhan, et al.
Cyhoeddwyd: (2022)

A semi-supervised federated learning approach leveraging pseudo-labeling for Knee Osteoarthritis severity detection
gan: Rifat, Rakib Hossain
Cyhoeddwyd: (2024)

Heart attack prediction using machine learning and XAI
gan: Ahsan, Mumtahina
Cyhoeddwyd: (2023)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
gan: Farhan, Rafid, et al.
Cyhoeddwyd: (2024)

Analysing neural network models for detecting panic attacks with uncertainty analysis
gan: Tahmid, Ahnaf, et al.
Cyhoeddwyd: (2024)

Demystifying machine learning models for IOT attack detection with explainable AI
gan: Muna, Rabeya Khatun, et al.
Cyhoeddwyd: (2021)

Impact of black-hole and jellyfish attacks in MANET using HTTP traffic
gan: Ahmed, Faisal, et al.
Cyhoeddwyd: (2017)

Disease detection system of mango leaves
gan: Islam, Sabrina, et al.
Cyhoeddwyd: (2024)

Exploring Alzheimer's disease prediction with XAI in various neural network models
gan: Rahman, Quazi Ashikur, et al.
Cyhoeddwyd: (2022)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
gan: Ferdous, Md.Rubaiat, et al.
Cyhoeddwyd: (2024)

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
gan: Rahman, Masroor, et al.
Cyhoeddwyd: (2023)

Making AI intelligible :
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Cyhoeddwyd: (2003)

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Cyhoeddwyd: (1985)

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Cyhoeddwyd: (1980)

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Cyhoeddwyd: (1992)

Artificial intelligence at MIT : expanding frontiers /
Cyhoeddwyd: (1990)

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The role of Artificial Intelligence (AI) in the detection and diagnosis of chronic diseases – a review
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Cyhoeddwyd: (2022)

Vapor adsorption limitation of graphene nanoribbons in quasi conductance increment: a NEGF approach
gan: Shakil, Shifur Rahman, et al.
Cyhoeddwyd: (2016)

The impact of artificial intelligence on the financial sector
gan: Siddiqui, Ria
Cyhoeddwyd: (2024)

Implementing A.I based solutions to understand & predict consumer sentiment
gan: Bin Ahmed, Omar
Cyhoeddwyd: (2023)

Deepfake detection using neural networks
gan: Sakib, Sadman, et al.
Cyhoeddwyd: (2021)

Introduction to AI robotics /
gan: Murphy, Robin, 1957-
Cyhoeddwyd: (2000)

Intelligent systems and robotics /
Cyhoeddwyd: (2000)

Artificial intelligence : a modern approach /
gan: Russell, Stuart J. (Stuart Jonathan)
Cyhoeddwyd: (2016)

Artificial intelligence in HR Management
gan: Lamia, Ridwana Islam
Cyhoeddwyd: (2023)

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

A deep learning based autonomous electric vehicle on unstructured road conditions
gan: Adnan, Ashik, et al.
Cyhoeddwyd: (2021)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
gan: Radiah, Faiza, et al.
Cyhoeddwyd: (2024)

Early detection of parkinson’s disease using image processing and artificial neural network
gan: Rumman, Mosarrat, et al.
Cyhoeddwyd: (2018)