Real-time DDoS detection in software-defined networks using machine learning

Real-time DDoS detection in software-defined networks using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Manylion Llyfryddiaeth
Prif Awduron:	Hasan, Kadir, Hossain, Kaji Sajjad, Apurbo, GM Mohaiminuzzaman, Islam, MD Zubairul, Alam, Md Shakibul
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Distributed denial of service DDoS attacks SDN Machine learning CICIoT2023 Cyber threats Intrusion detection systems (Computer security). Real-time data processing. Denial of service attacks. Computer networks > Security measures.
Mynediad Ar-lein:	http://hdl.handle.net/10361/24344

Eitemau Tebyg

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

Real time performance analysis on DDoS attack detection using machine learning
gan: Suvra, Debashis Kar, et al.
Cyhoeddwyd: (2021)

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

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

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

Cyber threats and scams in FinTech organizations: a brief overview of financial fraud cases, future challenges, and recommended solutions in Bangladesh
gan: Hossain, Md. Jafrin, et al.
Cyhoeddwyd: (2023)

Analysis of cybersecurity threats to financial and accounting data: implications for organizational risk management
gan: Sadiq, Sadavi
Cyhoeddwyd: (2024)

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

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

Role of cyber security in ensuring safety and security of data in financial institutions
gan: Zamee, Zahin Shahriar
Cyhoeddwyd: (2024)

Health threats as nontraditional security challenges for Bangladesh
gan: Bhuiya, Abbas
Cyhoeddwyd: (2016)

Developing a branding strategy for Orion Security Services Limited
gan: Zapata, Asif Ferdous
Cyhoeddwyd: (2021)

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

Systematic analysis on peer-to-peer botnet attack detection
gan: Binte istiaq, Faiza, et al.
Cyhoeddwyd: (2024)

From Oslo to Iraq and the road map /
gan: Said, Edward W.
Cyhoeddwyd: (2004)

Strengthening cooperation and security in South Asia post 9/11 /
Cyhoeddwyd: (2004)

Operational excellence in HR services at Integrated Security Services Limited (ISSL)
gan: Rishta, Shaneela Sharif
Cyhoeddwyd: (2019)

Exploring attacks in the NFT gaming industry: A study of risks and mitigation strategies
gan: Mohima, Zarin Rahman, et al.
Cyhoeddwyd: (2023)

Service marketing analysis of MTB Securities Ltd
gan: Anik, Nayeem Alam
Cyhoeddwyd: (2018)

Anomaly detection In IoT using machine learning algorithms
gan: Arko, Aritro Roy, et al.
Cyhoeddwyd: (2019)

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

An overview of migraine disease with modern options for treatment and future aspects
gan: Arifen, MD.
Cyhoeddwyd: (2024)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
gan: Fiha, Yeamin Jahan, et al.
Cyhoeddwyd: (2022)

Multi-layer security analysis and implementation of smartphone based ATM
gan: Farid, Imran, et al.
Cyhoeddwyd: (2017)

Learning a deep neural network for predicting phishing website
gan: Das, Robat, et al.
Cyhoeddwyd: (2019)

Comparative analysis between SPF and BAR algorithm in SDN unicast network
gan: Ghosh, Soumen, et al.
Cyhoeddwyd: (2018)

Academic document verification using SSI and blockchain technology
gan: Huda, Md. Isa Sayek
Cyhoeddwyd: (2024)

The submission /
gan: Waldman, Amy
Cyhoeddwyd: (2012)

Service marketing of First Security Islami Bank Ltd.
gan: Ahmed, Amin
Cyhoeddwyd: (2018)

The "War on terror" narrative
gan: Hodges, Adam

A model for detecting fake Negative Acknowledgements (NACK) in named Data Network (NDN) using Blockchain Technology
gan: Saha, Ritwick, et al.
Cyhoeddwyd: (2022)

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

Efficient and effective automated surveillance agents using kernel tricks
gan: Ahmed, Tarem, et al.
Cyhoeddwyd: (2016)

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

Synergizing IoT and digital twin technology for revitalizing the ready made garments industry’s supply chain through simulation and modeling
gan: Mridha, Mohammad Tuhin
Cyhoeddwyd: (2024)

ShielDroid: a hybrid ML and DL approach for real-time malware detection system in Android
gan: Ahmed, Md Faisal, et al.
Cyhoeddwyd: (2021)

A comparative study of object detection models for Real Time Application in Surveillance Systems
gan: Alam, Saimun, et al.
Cyhoeddwyd: (2022)

General banking & customer service of first security Islami Bank Limited
gan: Mahi, Tasnim Kabir
Cyhoeddwyd: (2024)

A study on the efficacy of natural language generation techniques for similar writing personalities
gan: Anwar, Ahmed, et al.
Cyhoeddwyd: (2024)

Longitudes and attitudes : exploring the world after September 11 /
gan: Friedman, Thomas L.
Cyhoeddwyd: (2002)