Unlearn to Relearn Backdoors: Deferred Backdoor Functionality Attacks on Deep Learning Models
Jeongjin Shin
arXiv, 2024.
AI researcher
Trustworthy AI / Agentic AI / Deep learning security
I am an AI researcher interested in trustworthy AI, agentic AI, backdoor attacks, and deep learning security. My research focuses on understanding and evaluating how machine learning systems can fail under adversarial or misaligned behavior.
Selected papers are listed below. The newest version is linked when available.
Unlearn to Relearn Backdoors: Deferred Backdoor Functionality Attacks on Deep Learning Models
Jeongjin Shin
arXiv, 2024.
Mask-based Invisible Backdoor Attacks on Object Detection
Jeongjin Shin
ICIP 2024.
Also building Drifty.