3 papers
cs.SD2025
Whisper Smarter, not Harder: Adversarial Attack on Partial Suppression
Zheng Jie Wong, Bingquan Shen
Currently, Automatic Speech Recognition (ASR) models are deployed in an extensive range of applications. However, recent studies have demonstrated the possibility of adversarial at…
cs.LG2025
One Small Step with Fingerprints, One Giant Leap for De Novo Molecule Generation from Mass Spectra
Neng Kai Nigel Neo, Lim Jing, Ngoui Yong Zhau Preston +2
A common approach to the de novo molecular generation problem from mass spectra involves a two-stage pipeline: (1) encoding mass spectra into molecular fingerprints, followed by (2…
cs.CV2024
Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning
Zhifang Zhang, Shuo He, Haobo Wang +2
Multimodal contrastive learning models (e.g., CLIP) can learn high-quality representations from large-scale image-text datasets, while they exhibit significant vulnerabilities to b…