Detection of DoS Attacks in IoT Networks Using Machine Learning and Multi-Objective Optimization

Given the characteristics of IoT devices and the growing trend in their number, the security of these devices is critical. In particular, this paper will focus on Denial of Service (DoS) attacks, which seek to overload a service or device by using a machine to render the device inactive. Two machine...

Full description

Autores:
Soto Parada, Erich Giusseppe
Tipo de recurso:
Trabajo de grado de pregrado
Fecha de publicación:
2024
Institución:
Universidad de los Andes
Repositorio:
Séneca: repositorio Uniandes
Idioma:
eng
OAI Identifier:
oai:repositorio.uniandes.edu.co:1992/75191
Acceso en línea:
https://hdl.handle.net/1992/75191
Palabra clave:
DoS attacks
Machine Learning
Evolutionary algorithms
Inference times
Multi-objective optimization
Pseudo weights
Ingeniería
Rights
License
Attribution-NonCommercial-NoDerivatives 4.0 International