Assam Skill University (ASU) is pleased to announce the public release of ADRID-Bench, an open-source research benchmark dataset developed to support the detection of credential-replication attacks in Microsoft Active Directory.

The dataset has been developed by Abhijit Baruah, PhD Scholar, Department of Information Technology, Assam Skill University , and Prof. (Dr.) Manoj Kumar Deka, Dean (Academic) and Professor & HoD, Department of Information Technology, Assam Skill University.

Featuring 114,043 labelled replication requests across 480 sessions and five DCSync attack variants, ADRID-Bench provides researchers with a valuable resource for developing and evaluating behavioural detection methods in enterprise cybersecurity.

The dataset, along with collection scripts and analysis code, is publicly accessible through Zenodo.

Access the dataset: https://doi.org/10.5281/zenodo.24098156

This contribution reflects ASU’s commitment to advancing research, innovation and knowledge sharing in emerging areas of technology.