This is a Python code example of proposed model in paper Intrusion Detection with Uncertainty based Loss Optimized Multi-Task Learning. The paper was submitted to the conference Conference on Info Processes and Sys Dev and QA
- mtl_intrusion_detection_keras.py Main -file: Definition of the MTL model & implementation of custmized loss optimization layer.
- mtlkeras_withcustomloss_example.ipynb -Full example: MTL-based intrusion detection based on NSL-KDD datasets.