← Search

Volkan Dedeoglu

2 accepted papers

2025

Backdoor Mitigation via Invertible Pruning Masks

NeurIPS 2025poster

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 accurately identifying and removing the specific parameters responsible for inducing backdoor behaviors. Despite the dominance o…

Cited by 0SourceScholar
2024

Demonstrating Event-Triggered Investigation and Sample Collection for Human Scientists using Field Robots and Large Foundation Models

RSS 2024poster

In this paper, we introduce a pioneering end-to-end system demonstrated on a team of robots and sensors, designed to augment scientific exploration and discovery for human scientists in remote or inaccessible environments. We demonstrate and analyse our system's capability in a mock-up test-bed scen…