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.

Dades bibliogràfiques
Autors principals:	Suvra, Debashis Kar, Sen, Tanusree, Mou, Maysha Maliha, Rahman, Asifur
Altres autors:	Hossain, Muhammad Iqbal
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2021
Matèries:	DDoS attacks Detection Artificial intelligence Machine learning.
Accés en línia:	http://hdl.handle.net/10361/14730

Ítems similars

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

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

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

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

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

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

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

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

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

Heart attack prediction using machine learning and XAI
per: Ahsan, Mumtahina
Publicat: (2023)

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

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

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

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

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

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

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

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

Making AI intelligible :
per: Cappelen, Herman

Artificial Intelligence : a new synthesis /
per: Nilsson, Nils J., 1933-
Publicat: (1998)

Artificial intelligence /
per: Rich, Elaine
Publicat: (1991)

Artificial intelligence : a modern approach /
per: Russell, Stuart J. (Stuart Jonathan)
Publicat: (2003)

Introduction to artificial intelligence /
per: Charniak, Eugene
Publicat: (1985)

Principles of artificial intelligence /
per: Nilsson, Nils J., 1933-
Publicat: (1980)

Artificial intelligence /
per: Winston, Patrick Henry
Publicat: (1992)

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

Introduction to artificial intelligence /
per: Jackson, Philip C., 1949-
Publicat: (1985)

The role of Artificial Intelligence (AI) in the detection and diagnosis of chronic diseases – a review
per: Zaman, Mumtahina
Publicat: (2022)

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

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

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

Deepfake detection using neural networks
per: Sakib, Sadman, et al.
Publicat: (2021)

Introduction to AI robotics /
per: Murphy, Robin, 1957-
Publicat: (2000)

Intelligent systems and robotics /
Publicat: (2000)

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

Artificial intelligence in HR Management
per: Lamia, Ridwana Islam
Publicat: (2023)

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

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

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

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