Abdullah Melhem, Ahmed AlEroud, Craig Douglas Albert. GraphRAG-Based NLP at Risk: Graphemic Dot-Level Adversarial Attack on Arabic Sentiment and LLM Retrieval-Augmented Models. In Aijun An, Alfredo Cuzzocrea, Hongxin Hu, editors, Social Networks Analysis and Mining - 17th International Conference, ASONAM 2025, Niagara Falls, ON, Canada, August 25-28, 2025, Proceedings, Part I. Volume 16322 of Lecture Notes in Computer Science, pages 252-263, Springer, 2025. [doi]
@inproceedings{MelhemAA25,
title = {GraphRAG-Based NLP at Risk: Graphemic Dot-Level Adversarial Attack on Arabic Sentiment and LLM Retrieval-Augmented Models},
author = {Abdullah Melhem and Ahmed AlEroud and Craig Douglas Albert},
year = {2025},
doi = {10.1007/978-3-032-13513-1_21},
url = {https://doi.org/10.1007/978-3-032-13513-1_21},
researchr = {https://researchr.org/publication/MelhemAA25},
cites = {0},
citedby = {0},
pages = {252-263},
booktitle = {Social Networks Analysis and Mining - 17th International Conference, ASONAM 2025, Niagara Falls, ON, Canada, August 25-28, 2025, Proceedings, Part I},
editor = {Aijun An and Alfredo Cuzzocrea and Hongxin Hu},
volume = {16322},
series = {Lecture Notes in Computer Science},
publisher = {Springer},
isbn = {978-3-032-13513-1},
}