External Data Extraction Attacks against RAG
The paper studies a new class of attacks against RAG-type systems
Aisecurity
Fine-Tuning Jailbreaks
The paper discusses vulnerabilities in fine-tuning systems for large language models under conditions close to real-world operation
Tool Tweak
An attack on tool selection in agentic systems
FuncPoison - Poisoned Library
A new attack based on poisoning a function library, which makes it possible to replace agent behavior without changing their models
Red Teaming LLM Agents with MCP
MCP is a critical and vulnerable point in the trust chain of LLM agents
FuzzingBrain
All you need is fuzzing…
Shell or Nothing
An article about an LLM-based framework and its results in obtaining shell access
Bit Flip as an Attack on LLMs
The article describes the problem of understudied hardware attacks on LLMs: bit-flip attacks (BFA)
Cuckoo Attack
An analysis of a new attack against IDEs with LLM agents: how AI assistants can become a tool for stealthy attacker persistence in a system.
Multi-Agent Pipeline for Protecting LLMs from Prompt Injection
An analysis of a multi-agent defense architecture that reduces prompt injection attack success by separating roles between agents.