Network Intrusion Detection System using ML

Designed and developed an intrusion detection web application using Python Flask. Integrated machine learning models based on Support Vector Machine (SVM) and Random Forest algorithms, trained on the KDD dataset.

Screenshots

dos
DoS

dos_results
DoS Results

probe
Probe

probe_results
Probe Results

u2r
U2R

u2r_results
U2R Results

r2l
R2L

r2l_results
R2L Results

normal_results
Normal Results

Dhruv Bhirud
Dhruv Bhirud
Computer Engineer