All Stories

  1. Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection

    Article • July 2024, ACM (Association for Computing Machinery)

    Marta Catillo, Umberto Villano

  2. A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection

    Article • August 2023, ACM (Association for Computing Machinery)

    Marta Catillo, Umberto Villano

  3. Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding

    Article • August 2022, ACM (Association for Computing Machinery)

    Marta Catillo, Umberto Villano

  4. A case study on the representativeness of public DoS network traffic data for cybersecurity research

    Article • August 2020, ACM (Association for Computing Machinery)

    Marta Catillo, Umberto Villano

  5. Discovery of DoS attacks by the ZED-IDS anomaly detector

    Article • Journal of High Speed Networks, November 2019, IOS Press

    Massimiliano Rak, Umberto Villano, Marta Catillo