Eric Xue

Opportunistic Backdoors (OPBackdoor), in which the backdoor objective is elicited only when the triggered prompt context presents an exploitable opportunity, enabling the model's think to disguise its pursuit through alibi-aligned reasoning that is logical with respect to the triggered prompt context but directly leads to the target response.

Existing music editing systems often compromise on preserving key musical elements, but MuseCPEval provides a robust framework to ensure these facets remain intact during editing.