Peer-reviewed conference papers, preprints, and research on Trustworthy AI, backdoor vulnerabilities, and machine learning security.
Publications
- Unlearn to Relearn Backdoors: Deferred Backdoor Functionality Attacks on Deep Learning Models arXiv (2024)Investigates deferred backdoor functionality attacks that survive machine unlearning and parameter scrubbing in deep neural networks.
- Mask-based Invisible Backdoor Attacks on Object Detection IEEE ICIP (2024)Proposes imperceptible mask-based backdoor insertion techniques tailored for object detection architectures.