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2405.15556
Cited By
Certifiably Robust RAG against Retrieval Corruption
24 May 2024
Chong Xiang
Tong Wu
Zexuan Zhong
David Wagner
Danqi Chen
Prateek Mittal
SILM
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Papers citing
"Certifiably Robust RAG against Retrieval Corruption"
40 / 40 papers shown
EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations
Xinyun Zhou
Xinfeng Li
Yinan Peng
Ming Xu
X. Zhang
...
X. Jia
Kun Wang
Qingsong Wen
Xiaofeng Wang
Wei Dong
AAML
124
0
0
01 Dec 2025
When AI Meets the Web: Prompt Injection Risks in Third-Party AI Chatbot Plugins
Yigitcan Kaya
Anton Landerer
Stijn Pletinckx
Michelle Zimmermann
Christopher Kruegel
Giovanni Vigna
SILM
568
0
0
08 Nov 2025
Secure Retrieval-Augmented Generation against Poisoning Attacks
Zirui Cheng
Jikai Sun
Anjun Gao
Yueyang Quan
Zhuqing Liu
Xiaohua Hu
Minghong Fang
SILM
AAML
304
1
0
28 Oct 2025
RAGRank: Using PageRank to Counter Poisoning in CTI LLM Pipelines
Austin Jia
Avaneesh Ramesh
Zain Shamsi
Daniel Zhang
A. Liu
136
0
0
23 Oct 2025
SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG
Xiaonan Si
Meilin Zhu
Simeng Qin
Lijia Yu
Lijun Zhang
Shuaitong Liu
Xinfeng Li
Ranjie Duan
Yang Liu
Xiaojun Jia
147
0
0
10 Oct 2025
Exposing Citation Vulnerabilities in Generative Engines
Riku Mochizuki
Shusuke Komatsu
Souta Noguchi
Kazuto Ataka
ELM
140
0
0
08 Oct 2025
Incentive-Aligned Multi-Source LLM Summaries
Yanchen Jiang
Zhe Feng
Aranyak Mehta
HILM
143
0
0
29 Sep 2025
Who Taught the Lie? Responsibility Attribution for Poisoned Knowledge in Retrieval-Augmented Generation
Baolei Zhang
Haoran Xin
Yuxi Chen
Zhuqing Liu
Biao Yi
Tong Li
Lihai Nie
Zheli Liu
Minghong Fang
SILM
242
1
0
17 Sep 2025
UniC-RAG: Universal Knowledge Corruption Attacks to Retrieval-Augmented Generation
Runpeng Geng
Yanting Wang
Ying Chen
Jinyuan Jia
AAML
120
1
0
26 Aug 2025
AttnTrace: Attention-based Context Traceback for Long-Context LLMs
Yanting Wang
Runpeng Geng
Ying Chen
Jinyuan Jia
LLMAG
190
1
1
05 Aug 2025
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning
Mohammad Kachuee
Teja Gollapudi
Minseok Kim
Yin Huang
Kai Sun
...
Yue Liu
Aaron Colak
Anuj Kumar
Anuj Kumar
Xin Luna Dong
LRM
323
1
0
25 Jul 2025
Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
San Kim
Jonghwi Kim
Yejin Jeon
G. G. Lee
187
1
0
24 Jul 2025
A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures
Dezhang Kong
Shi Lin
Zhenhua Xu
Z. J. Wang
Minghao Li
...
Ningyu Zhang
Chaochao Chen
Chunming Wu
Muhammad Khurram Khan
Meng Han
LLMAG
303
22
0
24 Jun 2025
CrEst: Credibility Estimation for Contexts in LLMs via Weak Supervision
Dyah Adila
Shuai Zhang
Boran Han
Bonan Min
Yuyang Wang
173
0
0
17 Jun 2025
TracLLM: A Generic Framework for Attributing Long Context LLMs
Yanting Wang
Wei Zou
Runpeng Geng
Jinyuan Jia
LLMAG
475
3
0
04 Jun 2025
ALRPHFS: Adversarially Learned Risk Patterns with Hierarchical Fast \& Slow Reasoning for Robust Agent Defense
Shiyu Xiang
Tong Zhang
Ronghao Chen
AAML
242
1
0
25 May 2025
EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation
Ruobing Yao
Yifei Zhang
Shuang Song
Neng Gao
Chenyang Tu
SILM
281
1
0
16 May 2025
Traceback of Poisoning Attacks to Retrieval-Augmented Generation
The Web Conference (WWW), 2025
Baolei Zhang
Haoran Xin
Minghong Fang
Zhuqing Liu
Biao Yi
Tong Li
Zheli Liu
SILM
AAML
429
9
0
30 Apr 2025
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Bang An
Shiyue Zhang
Mark Dredze
397
20
0
25 Apr 2025
One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image
Ezzeldin Shereen
Dan Ristea
Shae McFadden
Shae McFadden
V. Mavroudis
Chris Hicks
568
1
0
02 Apr 2025
U-NIAH: Unified RAG and LLM Evaluation for Long Context Needle-In-A-Haystack
Yunfan Gao
Yun Xiong
Wenlong Wu
Zijing Huang
Bohan Li
Haoyu Wang
289
10
0
01 Mar 2025
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals
Linda Zeng
Rithwik Gupta
Divij Motwani
Diji Yang
Yi Zhang
AAML
482
12
0
22 Feb 2025
A Survey of Model Architectures in Information Retrieval
Zhichao Xu
Fengran Mo
Zhiqi Huang
Crystina Zhang
Puxuan Yu
Bei Wang
Jimmy J. Lin
Vivek Srikumar
3DV
KELM
570
17
0
20 Feb 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Hao Liu
Zhengren Wang
Xi Chen
Zhiyu Li
Feiyu Xiong
Qinhan Yu
Feiyu Xiong
LRM
498
17
0
18 Feb 2025
On the Diminishing Returns of Complex Robust RAG Training in the Era of Powerful LLMs
Hanxing Ding
Shuchang Tao
Liang Pang
Zihao Wei
Liwei Chen
Kun Xu
Huawei Shen
Xueqi Cheng
272
1
0
17 Feb 2025
RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Yiteng Tu
Weihang Su
Yujia Zhou
Wenshu Fan
Jiaxin Mao
RALM
622
15
0
30 Jan 2025
Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection
Zehong Yan
Peng Qi
Wynne Hsu
Yang Deng
267
0
0
24 Jan 2025
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Shi-Qi Yan
Quan Liu
Zhen-Hua Ling
RALM
205
1
0
23 Jan 2025
Towards More Robust Retrieval-Augmented Generation: Evaluating RAG Under Adversarial Poisoning Attacks
Jinyan Su
Jin Peng Zhou
Zhengxin Zhang
Preslav Nakov
Claire Cardie
AAML
SILM
192
5
0
21 Dec 2024
What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context for Multi-Hop QA
Zhiyuan Chang
Mingyang Li
Yang Liu
Peng Li
Yuekai Huang
Qing Wang
Yihao Huang
Yang Liu
976
3
0
17 Dec 2024
Context Awareness Gate For Retrieval Augmented Generation
Conference on Information and Knowledge Technology (IKT), 2024
Mohammad Hassan Heydari
Arshia Hemmat
Erfan Naman
Afsaneh Fatemi
RALM
356
3
0
25 Nov 2024
Retrieval-Augmented Generation with Estimation of Source Reliability
Jeongyeon Hwang
Junyoung Park
Hyejin Park
Dongwoo Kim
Sangdon Park
Jungseul Ok
RALM
454
4
0
30 Oct 2024
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation
The Web Conference (WWW), 2024
Mingrui Liu
Sixiao Zhang
Cheng Long
AAML
577
18
0
26 Oct 2024
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Fei Wang
Xingchen Wan
Ruoxi Sun
Jiefeng Chen
Sercan Ö. Arık
RALM
314
34
0
09 Oct 2024
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
International Conference on Learning Representations (ICLR), 2024
H. Zhang
Jingyuan Huang
Kai Mei
Yifei Yao
Zhenting Wang
Chenlu Zhan
Hongwei Wang
Yongfeng Zhang
AAML
LLMAG
ELM
554
93
0
03 Oct 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
International Conference on Learning Representations (ICLR), 2024
Yifei Ming
Senthil Purushwalkam
Shrey Pandit
Zixuan Ke
Xuan-Phi Nguyen
Caiming Xiong
Shafiq Joty
HILM
610
43
0
30 Sep 2024
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Jinyang Wu
Feihu Che
Chuyuan Zhang
Mingkuan Feng
Shuai Zhang
Pengpeng Shao
Jianhua Tao
536
9
0
24 Aug 2024
Emotional RAG LLMs: Reading Comprehension for the Open Internet
Benjamin Z. Reichman
Adar Avsian
Kartik Talamadupula
Toshish Jawale
Larry Heck
RALM
186
1
0
20 Aug 2024
Adversarial Search Engine Optimization for Large Language Models
Fredrik Nestaas
Edoardo Debenedetti
Florian Tramèr
AAML
337
24
0
26 Jun 2024
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence
Kevin Wu
Eric Wu
James Zou
AAML
629
76
0
16 Apr 2024
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