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Unleashing Worms and Extracting Data: Escalating the Outcome of Attacks
  against RAG-based Inference in Scale and Severity Using Jailbreaking

Unleashing Worms and Extracting Data: Escalating the Outcome of Attacks against RAG-based Inference in Scale and Severity Using Jailbreaking

12 September 2024
Stav Cohen
Ron Bitton
Ben Nassi
ArXiv (abs)PDFHTML

Papers citing "Unleashing Worms and Extracting Data: Escalating the Outcome of Attacks against RAG-based Inference in Scale and Severity Using Jailbreaking"

12 / 12 papers shown
CoBia: Constructed Conversations Can Trigger Otherwise Concealed Societal Biases in LLMs
CoBia: Constructed Conversations Can Trigger Otherwise Concealed Societal Biases in LLMs
Nafiseh Nikeghbal
Amir Hossein Kargaran
Jana Diesner
182
0
0
10 Oct 2025
External Data Extraction Attacks against Retrieval-Augmented Large Language Models
External Data Extraction Attacks against Retrieval-Augmented Large Language Models
Yu He
Yihao Chen
Y. Li
Shuo Shao
Leyi Qi
Boheng Li
Dacheng Tao
Zhan Qin
AAMLSILM
300
1
0
03 Oct 2025
Exposing Privacy Risks in Graph Retrieval-Augmented Generation
Exposing Privacy Risks in Graph Retrieval-Augmented Generation
Jiale Liu
Jiahao Zhang
Suhang Wang
SILM
209
2
0
24 Aug 2025
Invitation Is All You Need! Promptware Attacks Against LLM-Powered Assistants in Production Are Practical and Dangerous
Invitation Is All You Need! Promptware Attacks Against LLM-Powered Assistants in Production Are Practical and Dangerous
Ben Nassi
Stav Cohen
Or Yair
209
5
0
16 Aug 2025
Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation
Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation
Huizhen Shu
Xuying Li
Qirui Wang
Yuji Kosuga
Mengqiu Tian
Zhuo Li
AAMLSILM
243
1
0
14 Aug 2025
Provably Secure Retrieval-Augmented Generation
Provably Secure Retrieval-Augmented Generation
Pengcheng Zhou
Yinglun Feng
Zhongliang Yang
SILM
196
0
0
01 Aug 2025
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries
Yuhao Wang
Wenjie Qu
Shengfang Zhai
Zichen Liu
Zichen Liu
Shengfang Zhai
Yinpeng Dong
Jiaheng Zhang
SILM
260
6
0
21 May 2025
Privacy-Aware RAG: Secure and Isolated Knowledge Retrieval
Privacy-Aware RAG: Secure and Isolated Knowledge Retrieval
Pengcheng Zhou
Yinglun Feng
Zhongliang Yang
SILM
310
7
0
17 Mar 2025
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Pingyu Wu
Daiheng Gao
Jing Tang
Huimin Chen
Wenbo Zhou
Weinan Zhang
Nenghai Yu
247
1
0
17 Mar 2025
Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models
Alberto Purpura
Sahil Wadhwa
Jesse Zymet
Akshay Gupta
Andy Luo
Melissa Kazemi Rad
Swapnil Shinde
Mohammad Sorower
AAML
1.0K
7
0
03 Mar 2025
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation
A. Naseh
Yuefeng Peng
Anshuman Suri
Harsh Chaudhari
Alina Oprea
Amir Houmansadr
SILMAAMLRALM
434
14
0
01 Feb 2025
Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents
Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents
Avital Shafran
R. Schuster
Vitaly Shmatikov
852
70
0
09 Jun 2024
1
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