3 papers
cs.CV2025
Backdoor Mitigation via Invertible Pruning Masks
Kealan Dunnett, Reza Arablouei, Dimity Miller +2
Model pruning has gained traction as a promising defense strategy against backdoor attacks in deep learning. However, existing pruning-based approaches often fall short in accurate…
cs.CR2025
Privacy Preserving Charge Location Prediction for Electric Vehicles
Robert Marlin, Raja Jurdak, Alsharif Abuadbba +1
By 2050, electric vehicles (EVs) are projected to account for 70% of global vehicle sales. While EVs provide environmental benefits, they also pose challenges for energy generation…
cs.LG2024
Unlearning Backdoor Attacks through Gradient-Based Model Pruning
Kealan Dunnett, Reza Arablouei, Dimity Miller +2
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.…