@inproceedings{rosay:hal-03266466, TITLE = {{MLP4NIDS: An Efficient MLP-Based Network Intrusion Detection for CICIDS2017 Dataset}}, AUTHOR = {Rosay, Arnaud and Carlier, Florent and Leroux, Pascal}, URL = {https://inria.hal.science/hal-03266466}, BOOKTITLE = {{2nd International Conference on Machine Learning for Networking (MLN)}}, ADDRESS = {Paris, France}, EDITOR = {Selma Boumerdassi and {\'E}ric Renault and Paul M{\"u}hlethaler}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Machine Learning for Networking}, VOLUME = {LNCS-12081}, PAGES = {240-254}, YEAR = {2019}, MONTH = Dec, DOI = {10.1007/978-3-030-45778-5\_16}, KEYWORDS = {Machine Learning ; Multi-Layer Perceptron ; Network intrusion detection ; CICIDS2017 dataset ; Machine Learning}, PDF = {https://inria.hal.science/hal-03266466/file/487577_1_En_16_Chapter.pdf}, HAL_ID = {hal-03266466}, HAL_VERSION = {v1}, }