Semantic Denial of Service in LLM-Controlled Robots

Safety-oriented instruction-following is supposed to keep LLM-controlled robots safe. We show it also creates an availability attack surface. By injecting short safety-plausible phrases 1-5 tokens into a robots audio channel, an adversary can trigger the models safety reasoning to halt or disrupt...

Monitor and Recover: a Paradigm for Future Research on Distribution Shift in Learning-Enabled Cyber-Physical Systems

With the known vulnerability of neural networks to distribution shift, maintaining reliability in learning-enabled cyber-physical systems poses a salient challenge. In response, many existing methods adopt a detect and abstain methodology, aiming to detect distribution shift at inference time so...

SQL Injection Vulnerability in the mail_ID Parameter in the mail.do of Fuzhou Tranda Special Equipment Safety Monitoring System

Fuzhou Chuangda special equipment safety monitoring system using B / S structure, the use of J2EE for development, the system can run on any operating system platform, running into the server and client operation, the server runs the corresponding WEB APPLICATION services such as: TOMCAT, JBOSS,...

SQL Injection Vulnerability in Fuzhou Tranda Special Equipment Safety Monitoring System

Fuzhou Chuangda special equipment safety monitoring system using B / S structure, the use of J2EE for development, the system can run on any operating system platform, running into the server and client operation, the server runs the corresponding WEB APPLICATION services such as: TOMCAT, JBOSS,...

SQL Injection Vulnerability in Special Equipment Safety Monitoring System of Fuzhou Development Zone Chuangda Electronics Co.

Fuzhou Development Zone Chuangda Electronics Co., Ltd. special equipment safety monitoring system is a set of safety monitoring system for regulating elevators and other special equipment. Fuzhou Development Zone, Chuangda Electronics Co., Ltd. special equipment safety monitoring system there are...