DDOS Attack Detection using Machine Learning-3 | Computer Science Major Project Ideas

Intrusion Detection System using Machine Learning Exploratory data analysis was performed to understand the distribution of the label, protocol, service, duration and other features. This provided insights like common attacks and frequently used protocols/services. Bivariate analysis identified relationships between variables like associations between protocols and attack classes. The data was pre-processed by encoding categorical variables and splitting into train and test sets for modeling. ☎️ 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-3-computer-science-major-project-ideas/ 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