View Proposal


Proposer
Oleksandr Letychevskyi
Title
AI methods in detecting intrusions into software systems.
Goal
Create a neuron system for attack detecting and prevention
Description
Create a neural network that classifies cyberattacks based on existing datasets. Create a program (wrapper) that works as a firewall for a software system to detect and prevent intrusions, using the created neural network. Estimate accuracy and adversarial attack resistance. Consider the problem of verification of the neuron network.
Resources
Background
Url
Difficulty Level
Moderate
Ethical Approval
None
Number Of Students
4
Supervisor
Oleksandr Letychevskyi
Keywords
cybersecurity, ai methods, adversarial attacks
Degrees