DDOS Attack Detection using Machine Learning-2 | IEEE Projects for Computer Science 2024

DDoS Attacks Classification by Machine learning ☎️ Contact Us For More Queries:- 📲 Call/WhatsApp: +91-9460060699 📺 Instagram: https://www.instagram.com/pythonprojects_/ 🌎 Website: https://techieprojects.com/ 🌐 Blog: https://techieprojects.com/ddos-attack-detection-using-machine-learning-2-ieee-projects-for-computer-science-2024/ Network intrusion detection is critical for protecting systems against cyber threats. This report presents a machine learning approach for classifying network traffic as normal or attack types using the NSL-KDD dataset. The data contains records of simulated network connections with 43 features and labels for normal or 24 attack categories grouped into 4 classes - Denial of Service, Probe, User to Root, and Remote to Local. Software Requirements :- • Coding Language : Python • Implementation: Web Framework. • Operating system : Windows 10 / 11. • Graphical User Interface : HTML, CSS, Django Hardware Requirement :- • Input Devices : Keyboard, Mouse. • System : Pentium i3 Processor. • Hard Disk : 500 GB. • Ram : 4 GB. --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- *💡 Checkout Related Projects:-* 1. OpenCV Projects:- https://www.youtube.com/playlist?list=PLfhjdYrYZ0pXD1b6ajuCVdsRYLhWQOwMC 2. Database Management System:- https://www.youtube.com/playlist?list=PLfhjdYrYZ0pXY9jWwX0QAzB7wA150cDaj 3. Android App:- https://www.youtube.com/playlist?list=PLfhjdYrYZ0pVzTFVshIJ8Zh30EJICmfaR 4. Machine Learning Projects:- https://www.youtube.com/playlist?list=PLfhjdYrYZ0pWDkzUcUw--0ydUOqwcdnp_ 5. Deep Learning Projects:- https://www.youtube.com/playlist?list=PLfhjdYrYZ0pX2usPF6FkQlZFy-49TA57q 6. Image Processing Projects:- https://www.youtube.com/playlist?list=PLfhjdYrYZ0pVZKMdpFC0DZNs5LA0_tUrX 7. Artificial Intelligence Projects:- https://www.youtube.com/playlist?list=PLfhjdYrYZ0pXuBvRBwaYmn7mR1tv8xUQ8 8. Cyber Security Projects:- https://www.youtube.com/playlist?list=PLfhjdYrYZ0pUdAp9U6KRxROBgtEDKmMi6 9. Game Development Projects:- https://www.youtube.com/playlist?list=PLfhjdYrYZ0pXvgwdFWgrcVTK9SxbVwi7q 10. Web Development Projects:- https://www.youtube.com/playlist?list=PLfhjdYrYZ0pXr0E967A0cMPnrOCyKo79L