Papers by Suryashree Ray
Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation (2024.emnlp-main)
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| Challenge: | Large language model (LLM)-based programming assistants can also facilitate cheating in introductory computer science courses. |
| Approach: | They propose to use Large Language Models to detect and penalize cheating and modify problem statements to impede cheating. |
| Outcome: | The proposed methods reduce correctness scores by 77% and detectability by perturbations. |