Troubleshooting an Intrusion Detection Dataset: the CICIDS2017 Case Study. - Gints Engelen; Vera Rimmer; Wouter Joosen (SP (Workshops), 2021)

Error Prevalence in NIDS datasets: A Case Study on CIC-IDS-2017 and CSE-CIC-IDS-2018. - Lisa Liu; Gints Engelen; Timothy M. Lynar; Daryl Essam; Wouter Joosen (CNS, 2022)

Bad Design Smells in Benchmark NIDS Datasets. - Robert Flood; Gints Engelen; David Aspinall 001; Lieven Desmet (EuroS&P, 2024)