Steering for Safety, Hijacking for Profit: Trojan Threats in the LLM Activation Steering Supply Chain

As large language models LLMs are increasingly integrated into Web search, online recommendation, and intelligent decision-making, the third-party plugin ecosystem centered on model customization continues to grow. Among these, Steering Vectors guide model behavior by intervening in internal...