LLM Applications
PulseAugur coverage of LLM Applications — every cluster mentioning LLM Applications across labs, papers, and developer communities, ranked by signal.
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AI agents gain secure, efficient tool access via MCP gateways · 2 sources tracked
MCP gateways are emerging as a critical control plane for AI agents, addressing security and efficiency issues inherent in direct connections to Model Context Protocol servers. These gateways act as a centralized layer …
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OWASP LLM Top 10 Risk Ranking Weakly Aligns with Real Incident Data
A new analysis from arXiv investigates the robustness of the OWASP Top 10 for LLM Applications by comparing its expert-driven risk ranking against a large corpus of real-world LLM security incidents. The study found a w…
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Prompt Injection Attacks: The Top Vulnerability for LLMs Detailed
Prompt injection is identified as the primary vulnerability affecting large language models (LLMs), with real-world examples and technical breakdowns of attack vectors now available. These attacks, including direct and …
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System prompts are not security boundaries for AI agents, researchers warn
The system prompt in large language models is not a reliable security boundary, especially for AI agents that can take actions. Researchers emphasize that instructions within the system prompt are treated as mere text b…
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Prompt injection: OWASP's top LLM risk and defense strategies
Prompt injection, identified by OWASP as the top risk for LLM applications, occurs when untrusted text manipulates a model into executing unintended instructions. This vulnerability can manifest directly through user in…