Privacy-Preserving RAG

RAG: Retrieval-Augmented Generation

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13 papers3 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. Federated Graph Retrieval-Augmented Generation

    Oct 22, 2026Xiaobao Wang, Renda Han, Zhiliang Xia +3Graph Retrieval-Augmented GenerationPrivacy-Preserving RAG

    College of Intelligence and Computing, Tianjin University, Tianjin, China · Henan University, Zhengzhou, China · National University of Defense Technology, Changsha, China

  2. Private Retrieval Augmented Generation via Random Projection

    Oct 15, 2026Dixi Yao, Tahseen Rabbani, Tian LiPrivacy-Preserving RAGRAG Security

    University of Chicago

  3. PILLAR: Private Inverted-Index Lexical Lookup for Augmented Retrieval

    Sep 28, 2026Truong Son Nguyen, Daniel Blackley, Ni Trieu +1Retrieval-Augmented GenerationPrivacy-Preserving RAG

    Arizona State University · Department of Computer Science Arizona State University Tempe, AZ 85281, USA · George Mason University +1

  4. Pointing the Way, Hiding the Destination: Practical Private Dense Retrieval at Scale

    Aug 26, 2026Peichun Hua, Danyang Chen, Junan Zhang +5Privacy-Preserving RAGInformation Retrieval

    The Chinese University of Hong Kong, Shenzhen · State Key Laboratory of Internet Architecture, Tsinghua University · Beijing University of Posts and Telecommunications +2

  5. Privacy-Preserving RAG by Concealing Sensitive Information from External LLMs

    Aug 13, 2026Saleh Almohaimeed, Saad Almohaimeed, Mousa Jari +3Retrieval-Augmented GenerationPrivacy Leakage in Language Models

    College of Applied Computer Science, King Saud University, Riyadh, Saudi Arabia

  6. Mind the Hook: Source-Level Auditing of Privacy Defenses in Retrieval-Augmented Generation

    Aug 10, 2026Yanhang Li, Zhichao Fan, Zexin ZhuangRetrieval-Augmented GenerationRAG Security

    Northeastern University · University of Illinois Urbana-Champaign · Southern Methodist University

  7. Security and Privacy in Retrieval-Augmented Generation: Architectures, Threats, Defenses, and Future Directions for Building Trustworthy Systems

    Jun 24, 2026Balamurugan Palanisamy, G S S Chalapathi, Vikas Hassija +1Retrieval-Augmented GenerationPrivacy-Preserving Language Models

    Department of Electrical and Electronics Engineering Birla Institute of Technology and Science, Pilani, Pilani Campus Vidya Vihar, Pilani, Rajasthan 333031, India · Department of Computer Engineering, KIIT University Bhubaneshwar, Odisha 751024, India · Quantum Cloud Computing and Distributed Systems (qCLOUDS) Laboratory Department of Computing and Information Systems The University of Melbourne, Melbourne, Australia

  8. Privacy-Preserving RAG via Multi-Agent Semantic Rewriting: Achieving Confidentiality Without Compromising Contextual Fidelity

    Jun 23, 2026Yuanhe Zhao, Tianyu Zhang, Huafei Xing +3Retrieval-Augmented GenerationPrivacy Leakage in Language Models

    School of Control and Computer Engineering, North China Electric Power University, Beijing, 102206, China · Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida, 32611, USA · NLP2CT Lab, Department of Computer and Information Science, University of Macau, Macao, 999078, Macao SAR +1

  9. Retrieval-Augmented Question Answering over Scientific Literature for the Electron-Ion Collider

    Apr 2, 2026Tina. J. Jat, T. Ghosh, Karthik SureshPrivacy-Preserving RAGScientific QA

    Ramaiah University of Applied Sciences, India · College of William & Mary, USA

  10. Supercharging Federated Intelligence Retrieval

    Mar 26, 2026Dimitris Stripelis, Patrick Foley, Mohammad Naseri +4Privacy-Preserving RAGRetrieval-Augmented Generation

    Flower Labs

  11. P2^2RAG: Efficient Privacy-Preserving RAG Service Supporting Arbitrary Top-kk Retrieval

    Mar 16, 2026Yulong Ming, Mingyue Wang, Jijia Yang +4Privacy-Preserving RAGRAG Security

    City University of Hong Kong · Peng Cheng Laboratory

  12. Differentially Private Retrieval-Augmented Generation

    Feb 16, 2026Tingting Tang, James Flemings, Yongqin Wang +1Privacy-Preserving RAGRetrieval-Augmented Generation

    University of Southern California Los Angeles, California, USA

  13. Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented Large Language Models

    Apr 14, 2025Yujing Wang, Jinwen Chen, Hainan Zhang +5Retrieval-Augmented GenerationPrivacy Leakage in Language Models

    Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing School of Artificial Intelligence, Beihang University, China Beijing, China