Unlearning Backdoor Attacks through Gradient-Based Model Pruning

1 code implementation • 7 May 2024 • Kealan Dunnett, Reza Arablouei, Dimity Miller, Volkan Dedeoglu, Raja Jurdak

In the era of increasing concerns over cybersecurity threats, defending against backdoor attacks is paramount in ensuring the integrity and reliability of machine learning models.

IoT Data Trust Evaluation via Machine Learning

1 code implementation • 15 Aug 2023 • Timothy Tadj, Reza Arablouei, Volkan Dedeoglu

These features can be used to learn ML models for recognizing the trustworthiness of IoT sensor data.

Benchmarking Time Series