Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Al Amin, Istiak, Lamiya, Salsabil, Sheikh, Noshin Anjum, Haque, S. M. Tanjimul
Awduron Eraill:	Arif, Hossain
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2022
Pynciau:	IoT DDoS k-Nearest-Neighbour Random Forest Naive Bayes Artificial Neural Network Support Vector Machine Cyberspace Internet of things Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/17018

Eitemau Tebyg

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)

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

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

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

Performance analysis of machine learning algorithms for Malware classification
gan: Bushra, Raisa Hasan, et al.
Cyhoeddwyd: (2023)

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

Best feature selection and data visualization for breast cancer prediction
gan: Hemel, Tanjim Ahmed, et al.
Cyhoeddwyd: (2020)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
gan: Rahee, Arnob, et al.
Cyhoeddwyd: (2021)

A feature selection approach to determine obesity using machine learning method
gan: Antor, Shahidul Alam, et al.
Cyhoeddwyd: (2021)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
gan: Sarkar, Ripa, et al.
Cyhoeddwyd: (2024)

Recognizing sentimental emotions in text by using Machine Learning
gan: Bushra, Tabassum Khan, et al.
Cyhoeddwyd: (2023)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
gan: Saad-Ul-Kabir, Syed, et al.
Cyhoeddwyd: (2021)

Data analysis on the Bangladesh share market using Machine-Learning
gan: Sadman, Syed Hassan, et al.
Cyhoeddwyd: (2021)

An effective machine learning approach for sentiment analysis of restaurant reviews
gan: Karim, Rabita
Cyhoeddwyd: (2018)

A machine learning approach to predict young voter enthusiasm based on non-political factors
gan: Rahman, Md. Nowroz Junaed, et al.
Cyhoeddwyd: (2021)

Emotion detection using EEG signals
gan: Hossain, Mohammad Adnan
Cyhoeddwyd: (2021)

Predicting subject area interest of a student using naive bayes
gan: Hossain, Shakib
Cyhoeddwyd: (2016)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
gan: Alam, Auninda, et al.
Cyhoeddwyd: (2021)

Text classification using machine learning algorithms
gan: Hasnat, Fahim, et al.
Cyhoeddwyd: (2018)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
gan: Alim, Sakib Bin, et al.
Cyhoeddwyd: (2021)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
gan: Mouli, Nazifa, et al.
Cyhoeddwyd: (2023)

Assistive Guideline of Categorization for Competitive Programming Problems
gan: Dhrubo, Najmus Sakib, et al.
Cyhoeddwyd: (2021)

Identification of childhood leukemia using deep learning
gan: Tultul, Farana Naz
Cyhoeddwyd: (2018)

A hybrid rumor detection model derived from a comparative study of supervised approaches
gan: Aothoi, Mehzabin Sadat, et al.
Cyhoeddwyd: (2023)

Parking data analysis
gan: Ahamed, Kasfi, et al.
Cyhoeddwyd: (2023)

Automatic classified myocardial infarction detection using machine learning and forewarning system with location of the patient using GSM module
gan: Shrestha, Soptorsi Paul, et al.
Cyhoeddwyd: (2021)

Envisioning cyberspace : designing 3-D electronic spaces /
gan: Anders, Peter
Cyhoeddwyd: (1999)

An approach to detect epileptic seizure using XAI and machine learning
gan: Bijoy, Emam Hasan, et al.
Cyhoeddwyd: (2022)

Predicting brain age from EEG signals using machine learning and neural network
gan: Pratanu, Abul Mushfique Muslah, et al.
Cyhoeddwyd: (2023)

Cardiovascular disease prediction model using Machine Learning Algorithm
gan: Arefin Mirdha, MD Shamsul
Cyhoeddwyd: (2023)

Effectiveness of data mining in predicting heart diseases
gan: Afrin, Shahria, et al.
Cyhoeddwyd: (2018)

Prediction of diabetes induced complications using different machine learning algorithms
gan: Rahman, Tahsinur, et al.
Cyhoeddwyd: (2018)

Erotic desires and practices in cyberspace: "virtual reality" of the non-heterosexual middle class in Bangladesh
gan: Karim, Shuchi
Cyhoeddwyd: (2016)

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
gan: Shourin, Bushra, et al.
Cyhoeddwyd: (2018)

Rating detection by reviews using ML and NLP towards mobile phone recommendation
gan: Sarker, Md Wafi, et al.
Cyhoeddwyd: (2023)

Multimodal fake news detection using text and image
gan: Biswas, Trisha, et al.
Cyhoeddwyd: (2024)

Stock market prediction using ensemble learning
gan: Rabbani, Rakin Bin, et al.
Cyhoeddwyd: (2021)

Fighting depression: psychological approaches among Bangladeshi university students
gan: Sen, Sanjib Kumar, et al.
Cyhoeddwyd: (2022)

Heart disease prediction using techniques of classification in machine learning
gan: Afrose, Sadia, et al.
Cyhoeddwyd: (2021)