LanguageModels2 Adversarial Input Perturbation for Robustness in ChatGPT As AI models, including language models such as ChatGPT, become more widespread and integrated into critical systems, it becomes increasingly important to ensure their robustness against adversarial attacks. Adversarial attacks are instances of inputs that have been specifically crafted to cause AI models to produce incorrect outputs, potentially leading to security vulnerabilities or incorrect .. 2023. 2. 7. Generative Adversarial Networks (GANs) Generative Adversarial Networks (GANs) are a type of deep learning architecture designed to generate new and realistic data samples, such as images, sounds, and text, by training on a large dataset. Working Principle GANs consist of two components: a generator and a discriminator. The generator takes random noise as input and generates new samples. The discriminator, on the other hand, takes bot.. 2023. 2. 6. 이전 1 다음
