Anomaly detection In IoT using machine learning algorithms

Anomaly detection In IoT using machine learning algorithms

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Arko, Aritro Roy, Khan, Saadat Hasan, Preety, A a Anjum, Biswas, Mehrab Hossain
Άλλοι συγγραφείς:	Chakrabarty, Amitabha
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2019
Θέματα:	IoT (Internet of Things) Anomaly detection Intrusion detection Machine learning algorithms Sensor data Network data UNSW-NB15 Machine learning Internet of things Intrusion detection systems (Computer security) Anomaly detection (Computer security)
Διαθέσιμο Online:	http://hdl.handle.net/10361/12776

Παρόμοια τεκμήρια

Performance analysis of intrusion detection systems using the PyCaret machine learning library on the UNSW-NB15 dataset
ανά: Abdullah, κ.ά.
Έκδοση: (2021)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
ανά: Fiha, Yeamin Jahan, κ.ά.
Έκδοση: (2022)

IoT based automated entry system with integration of Covid-19 symptom detection
ανά: Ruhin, Rubaiyat Alam, κ.ά.
Έκδοση: (2024)

Fault detection and predictive maintenance in IoT-based building management system using machine learning
ανά: Sabuj, Khaja Sheikh Imran, κ.ά.
Έκδοση: (2022)

Automated intruder detection from image sequences using minimum volume sets
ανά: Ahmed, Tarem, κ.ά.
Έκδοση: (2016)

A convolutional neural network based model with improved activation function and optimizer for effective intrusion detection and classification
ανά: Kabir, Solaiman, κ.ά.
Έκδοση: (2021)

Advance waterway transport system based on Internet of Things (IoT)
ανά: Miah, MD Imtiaj, κ.ά.
Έκδοση: (2024)

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
ανά: Rahman, Masroor, κ.ά.
Έκδοση: (2023)

IoT based Road accident controlling model using Wireless Body Area Network and GPS
ανά: Islam, Nayem-Ul, κ.ά.
Έκδοση: (2021)

Modeling and simulation of a gas detecting device for providing safety; and reducing the risk of accidents due to gas explosion or fire
ανά: Khan, Rafsan, κ.ά.
Έκδοση: (2022)

ML based performance assurance and VoC management of highly convergence mobile operator network.
ανά: Rahman, Md. Arifur
Έκδοση: (2024)

IoT based health monitoring system for pregnant women & children
ανά: Ohana, Fariha Islam, κ.ά.
Έκδοση: (2022)

Machine learning based data processing and latency reduction in the internet of things for agriculture
ανά: Rahman, Sajeed Ur, κ.ά.
Έκδοση: (2019)

Fault detection in waste water treatment plant using statistical analysis & machine learning
ανά: Haque, Md. Ezazul, κ.ά.
Έκδοση: (2019)

Learning algorithms for anomaly detection from images
ανά: Ahmed, Tarem, κ.ά.
Έκδοση: (2018)

IoT security risk analysis
ανά: Sakib, Nazmus, κ.ά.
Έκδοση: (2020)

Botnet detection In IoT devices using machine learning
ανά: Rouf, Shakir, κ.ά.
Έκδοση: (2020)

Implementation of an IoT based home automation system using real time sensors
ανά: Mandal, Dipta, κ.ά.
Έκδοση: (2019)

3G and 4G paging success rate based mobile network anomaly detection using supervised and unsupervised learning
ανά: Ahasan, Md Rakibul
Έκδοση: (2022)

Detecting anomalies in human eyes using structural similarity index measurement
ανά: Jahan, Monwar, κ.ά.
Έκδοση: (2019)

Real-time DDoS detection in software-defined networks using machine learning
ανά: Hasan, Kadir, κ.ά.
Έκδοση: (2024)

Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
ανά: Sanjana, Jasia, κ.ά.
Έκδοση: (2024)

Analyzing security threats and mitigation techniques for fog computing in IoT-enabled smart cities
ανά: Emon, Sheikh Sadi, κ.ά.
Έκδοση: (2024)

The application of Internet Of Things (IoT) to the traditional power grid
ανά: Morshed, Ragib, κ.ά.
Έκδοση: (2020)

Data security model using deep learning and edge computing for Internet of Things (IoT) in smart city
ανά: Aziz, Md. Yasin, κ.ά.
Έκδοση: (2021)

A deep learning based autonomous electric vehicle on unstructured road conditions
ανά: Adnan, Ashik, κ.ά.
Έκδοση: (2021)

Real time performance analysis on DDoS attack detection using machine learning
ανά: Suvra, Debashis Kar, κ.ά.
Έκδοση: (2021)

Multi images retrieved for automatic intruder detection using kernel-based learning algorithm
ανά: Shahrear, S.M Fardin, κ.ά.
Έκδοση: (2016)

Flood monitoring and warning system for embankment using IoT
ανά: Dutta, Aparup, κ.ά.
Έκδοση: (2022)

Using deep learning algorithms to detect violent activities
ανά: Ammar, S.M. Rojin, κ.ά.
Έκδοση: (2019)

The influence of IoT-based agrotech system in Bangladesh on developing urban farming
ανά: Barua, Pranto
Έκδοση: (2023)

Internet of Things (IoT) based air quality index measurement system for Dhaka city
ανά: Aurangajeb, Raoha, κ.ά.
Έκδοση: (2022)

Multi-modal hate speech detection using machine learning
ανά: Shill, Ponkoj Chandra, κ.ά.
Έκδοση: (2021)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
ανά: Ahmed, Hasibul Hasan, κ.ά.
Έκδοση: (2024)

IoT based air components collection for machine learning reinforcement
ανά: Islam, Tanjima, κ.ά.
Έκδοση: (2024)

Hate speech detection using machine learning techniques
ανά: Manzoor, Tahbib, κ.ά.
Έκδοση: (2024)

Real-time foul detection in football matches using machine learning techniques
ανά: Siddiqui, Bishal Sadi, κ.ά.
Έκδοση: (2024)

IoT smart meter for electricity consumers
ανά: Wali-ur- Rahman, Md., κ.ά.
Έκδοση: (2019)

Malicious data classification in packet data network through hybrid meta deep learning
ανά: Tapu, Sakib Uddin, κ.ά.
Έκδοση: (2023)

Anomaly clustering based on correspondence analysis
ανά: Islam, Humayra
Έκδοση: (2018)