Exploring Adversarial Sample Generation and Model Robustness in AI Translation

This blog post delves into the innovative research design for generating adversarial samples, testing their transferability across models, and fine-tuning GPT-4 for enhanced robustness against attacks, ultimately improving AI translation capabilities and understanding vulnerabilities in machine learning models.

5/8/20241 min read

A person dressed in black is standing in front of a red machine mounted on a white brick wall. The machine has a small roof above it. Shadows of an overhead structure create patterns on the white wall.
A person dressed in black is standing in front of a red machine mounted on a white brick wall. The machine has a small roof above it. Shadows of an overhead structure create patterns on the white wall.

Adversarial model testing.