2 papers
cs.CY2026
Ethical Risks in Deploying Large Language Models: An Evaluation of Medical Ethics Jailbreaking
Chutian Huang, Dake Cao, Jiacheng Ji +3
Background: While Large Language Models (LLMs) have achieved widespread adoption, malicious prompt engineering specifically "jailbreak attacks" poses severe security risks by induc…
cs.LG2026
StablePDENet: Enhancing Neural Operator Stability through Physics-Informed Residual-Sensitivity Regularization
Chutian Huang, Chang Ma, Kaibo Wang +1
Learning solution operators for differential equations with neural networks has shown great potential in scientific computing, but ensuring their stability under input perturbation…