TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models

被引:0
|
作者
Shanghai Jiao Tong University, China [1 ]
机构
来源
关键词
Computational linguistics - Malware - Natural language processing systems;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models
    Li, Mingda
    Li, Xinyu
    Chen, Yifan
    Xuan, Wenfeng
    Zhang, Weinan
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: ACL 2024, 2024, : 4833 - 4850
  • [22] OG-RAG: ONTOLOGY-GROUNDED RETRIEVAL-AUGMENTED GENERATION FOR LARGE LANGUAGE MODELS
    Sharma, Kartik
    Kumar, Peeyush
    Li, Yunqing
    arXiv,
  • [23] Leveraging Retrieval-Augmented Generation for Reliable Medical Question Answering Using Large Language Models
    Kharitonova, Ksenia
    Perez-Fernandez, David
    Gutierrez-Hernando, Javier
    Gutierrez-Fandino, Asier
    Callejas, Zoraida
    Griol, David
    HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, PT II, HAIS 2024, 2025, 14858 : 141 - 153
  • [24] Layered Query Retrieval: An Adaptive Framework for Retrieval-Augmented Generation in Complex Question Answering for Large Language Models
    Huang, Jie
    Wang, Mo
    Cui, Yunpeng
    Liu, Juan
    Chen, Li
    Wang, Ting
    Li, Huan
    Wu, Jinming
    APPLIED SCIENCES-BASEL, 2024, 14 (23):
  • [25] In-Context Retrieval-Augmented Language Models
    Ram, Ori
    Levine, Yoav
    Dalmedigos, Itay
    Muhlgay, Dor
    Shashua, Amnon
    Leyton-Brown, Kevin
    Shoham, Yoav
    TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, 2023, 11 : 1316 - 1331
  • [26] Enhancement of the Performance of Large Language Models inDiabetes Education through Retrieval-Augmented Generation:Comparative Study
    Wang, Dingqiao
    Liang, Jiangbo
    Ye, Jinguo
    Li, Jingni
    Li, Jingpeng
    Zhang, Qikai
    Hu, Qiuling
    Pan, Caineng
    Wang, Dongliang
    Liu, Zhong
    Shi, Wen
    Shi, Danli
    Li, Fei
    Qu, Bo
    Zheng, Yingfeng
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2024, 26
  • [27] Retrieval-Augmented Generation for Large Language Models in Radiology: Another Leap Forward in Board Examination Performance
    Bhayana, Rajesh
    Fawzy, Aly
    Deng, Yangqing
    Bleakney, Robert R.
    Krishna, Satheesh
    RADIOLOGY, 2024, 313 (01)
  • [28] Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models
    Kim, Gangwoo
    Kim, Sungdong
    Jeon, Byeongguk
    Park, Joonsuk
    Kang, Jaewoo
    2023 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING, EMNLP 2023, 2023, : 996 - 1009
  • [29] Retrieval-augmented Recommender System: Enhancing Recommender Systems with Large Language Models
    Di Palma, Dario
    PROCEEDINGS OF THE 17TH ACM CONFERENCE ON RECOMMENDER SYSTEMS, RECSYS 2023, 2023, : 1369 - 1373
  • [30] Performance comparison of retrieval-augmented generation and fine-tuned large language models for construction safety management knowledge retrieval
    Lee, Jungwon
    Ahn, Seungjun
    Kim, Daeho
    Kim, Dongkyun
    AUTOMATION IN CONSTRUCTION, 2024, 168