Tag: Network Traffic Analysis
All the articles and projects with the tag "Network Traffic Analysis".
Cyber Attack Detection thanks to Machine Learning Algorithms (Article)
Published: at 07:09 PMThis report examines how machine learning can enhance cybersecurity by detecting malicious network traffic. Co-authored by Sheryl Hermoso, Kristofer Anandita, and myself, the paper analyzes various algorithms and highlights the effectiveness of Random Forest in identifying botnets, offering insights for improving detection strategies.
Cyber Attack Detection thanks to Machine Learning Algorithms (Project)
Published: at 07:09 PMThis projects examines how machine learning can enhance cybersecurity by detecting malicious network traffic. We analyzed various algorithms and highlights the effectiveness of Random Forest in identifying botnets, offering insights for improving detection strategies.