Papers by Yan Solihin
Jailbreaking LLMs with Arabic Transliteration and Arabizi (2024.emnlp-main)
Copied to clipboard
| Challenge: | Large Language Models (LLMs) are vulnerable to ‘jailbreak’ attacks, focusing on the Arabic language and its various forms. |
| Approach: | They propose to use Arabic transliteration and chatspeak to generate unsafe content on platforms like OpenAI GPT-4 and Anthropic Claude 3 Sonnet. |
| Outcome: | The proposed model could generate unsafe content on platforms like OpenAI GPT-4 and Anthropic Claude 3 Sonnet, highlighting the need for more comprehensive safety training across all language forms. |
Evaluating the Robustness and Accuracy of Text Watermarking Under Real-World Cross-Lingual Manipulations (2025.findings-emnlp)
Copied to clipboard
| Challenge: | a study focuses on evaluating watermarking methods for the English language . the literature for evaluating cross-lingual watermarks is scarce . |
| Approach: | They evaluate representative watermarking methods in four different languages . they examine the quality of text under different watermark procedures . |
| Outcome: | The proposed method is compared with other evaluation methods in four different languages. |