RAGuard
PulseAugur coverage of RAGuard — every cluster mentioning RAGuard across labs, papers, and developer communities, ranked by signal.
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LLM Agents Face Expanded Security Risks from Prompt Injection to Multi-Agent Threats
This article analyzes the security risks associated with LLM agents, highlighting that their increased capabilities lead to a larger attack surface compared to traditional LLMs. Key vulnerabilities include prompt inject…
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AI readers show stable evidence preference but fail to transfer decisions
A new research paper explores the behavior of machine learning systems, particularly in retrieval-augmented generation (RAG), to understand how model-specific differences impact decision-making. The study found that whi…
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New RAG defense frameworks combat data poisoning attacks · 3 sources tracked
Researchers have developed new defense frameworks to protect Retrieval-Augmented Generation (RAG) systems from data poisoning attacks. RAGuard, presented in two papers, employs a layered approach including adversarial r…