Model DoS

Attention Knows Whom to Trust: Attention-based Trust Management for LLM Multi-Agent Systems

Authors: Pengfei He, Zhenwei Dai, Xianfeng Tang, Yue Xing, Hui Liu, Jingying Zeng, Qiankun Peng, Shrivats Agrawal, Samarth Varshney, Suhang Wang, Jiliang Tang, Qi He | Published: 2025-06-03
Indirect Prompt Injection
Model DoS
Ethical Considerations
2025.06.03 2025.06.05
Literature Database

IRCopilot: Automated Incident Response with Large Language Models

Authors: Xihuan Lin, Jie Zhang, Gelei Deng, Tianzhe Liu, Xiaolong Liu, Changcai Yang, Tianwei Zhang, Qing Guo, Riqing Chen | Published: 2025-05-27
LLM Security
Indirect Prompt Injection
Model DoS
2025.05.27 2025.05.29
Literature Database

From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models

Authors: Yidan Wang, Yubing Ren, Yanan Cao, Binxing Fang | Published: 2025-05-15
Model DoS
Digital Watermarking for Generative AI
Watermark Removal Technology
2025.05.15 2025.05.28
Literature Database

A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network

Authors: Haoxiang Luo, Gang Sun, Yinqiu Liu, Dongcheng Zhao, Dusit Niyato, Hongfang Yu, Schahram Dustdar | Published: 2025-05-08
Byzantine Consensus Mechanism
Model DoS
Reliability Assessment
2025.05.08 2025.05.27
Literature Database

OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models

Authors: Xiaoyu Xu, Minxin Du, Qingqing Ye, Haibo Hu | Published: 2025-05-07
Token Identification Method
Model DoS
Performance Evaluation
2025.05.07 2025.05.27
Literature Database

AutoPatch: Multi-Agent Framework for Patching Real-World CVE Vulnerabilities

Authors: Minjae Seo, Wonwoo Choi, Myoungsung You, Seungwon Shin | Published: 2025-05-07
RAG
Model DoS
Vulnerability Analysis
2025.05.07 2025.05.27
Literature Database

An Investigation of Large Language Models and Their Vulnerabilities in Spam Detection

Authors: Qiyao Tang, Xiangyang Li | Published: 2025-04-14
LLM Performance Evaluation
Prompt Injection
Model DoS
2025.04.14 2025.05.27
Literature Database

No Free Lunch with Guardrails

Authors: Divyanshu Kumar, Nitin Aravind Birur, Tanay Baswa, Sahil Agarwal, Prashanth Harshangi | Published: 2025-04-01 | Updated: 2025-04-03
Prompt Injection
Model DoS
Information Security
2025.04.01 2025.05.27
Literature Database

Get the Agents Drunk: Memory Perturbations in Autonomous Agent-based Recommender Systems

Authors: Shiyi Yang, Zhibo Hu, Chen Wang, Tong Yu, Xiwei Xu, Liming Zhu, Lina Yao | Published: 2025-03-31
LLM Security
Indirect Prompt Injection
Model DoS
2025.03.31 2025.05.27
Literature Database

Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense

Authors: Yuyang Zhou, Guang Cheng, Kang Du, Zihan Chen, Yuyu Zhao | Published: 2024-12-30 | Updated: 2025-04-15
Prompt leaking
Model DoS
Information Security
2024.12.30 2025.05.27
Literature Database
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