Dataset Groups Activity Stream KDD Cup 99 dataset The KDD Cup 99 dataset is a well-known dataset for network intrusion detection research. BibTex: @dataset{Mahbod_Tavallaee_and_Ebrahim_Bagheri_and_Wei_Lu_and_Ali_A_Ghorbani_2025, abstract = {The KDD Cup 99 dataset is a well-known dataset for network intrusion detection research.}, author = {Mahbod Tavallaee and Ebrahim Bagheri and Wei Lu and Ali A. Ghorbani}, doi = {10.57702/1p2fspm7}, institution = {No Organization}, keyword = {'IDS', 'Intrusion detection', 'KDD Cup 99', 'Network Intrusion Detection', 'Network traffic'}, month = {jan}, publisher = {TIB}, title = {KDD Cup 99 dataset}, url = {https://service.tib.eu/ldmservice/dataset/kdd-cup-99-dataset}, year = {2025} }