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 | Title                                                                                                                  | Authors                                                                                                                                                                                                                             |
 |------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
 | Twelve tips for reproducible analysis of single-cell transcriptomics data                                              | Audrey Onfroy, Piotr Topilko, Sophie Hüe and Denis Thieffry                                                                                                                                                                         |
-| On the Reproducibility of Deep Learning Provenance-based Intrusion Detection Systems                                   | Talha Abrar, Ahmad Shamail, Mohammad Jaffer Iqbal, Amaan Ahmed, Muhammad Abdullah, Muhammad Shayan, Fareed Zaffar, Thomas Pasquier, David Eyers and Ashish Gehani                                                                   |
+| On the Reproducibility of Provenance-based Intrusion Detection that uses Deep Learning                                   | Talha Abrar, Ahmad Shamail, Mohammad Jaffer Iqbal, Amaan Ahmed, Muhammad Abdullah, Muhammad Shayan, Fareed Zaffar, Thomas Pasquier, David Eyers and Ashish Gehani                                                                   |
 | Reproducibility for HPC and Distributed Environments: Committees, Nondeterminism, Performance and Workflows            | Raül Sirvent, Rocío Carratalá-Saez, Amal Gueroudji, Tanzima Islam, Line Pouchard and Michela Taufer                                                                                                                                 |
 | Context is Key for Reproducibility of Empirical Studies in Human-Computer Interaction                                  | Jean Vanderdonckt and Radu-Daniel Vatavu                                                                                                                                                                                            |
 | A Reproducible and Open-Source Testbed for Satellite Cybersecurity                                                     | Roy Peled, Roee Idan, Tomer Galor, Ofir Chodeda, Eli Marcus, Asaf Shabtai and Yuval Elovici                                                                                                                                         |