Sandboxing & Isolation
2 resourcesDefenses & Mitigations
Tool sandboxing, execution containment, and process isolation
AgentTrust: Runtime Safety Evaluation and Interception for AI Agent Tool Use
Chenglin Yang
Modern AI agents execute real-world side effects through tool calls such as file operations, shell commands, HTTP requests, and database queries. A single unsafe action, including accidental deletion, credential exposure, or data exfiltration, can cause irreversible harm. Existing defenses are incomplete: post-hoc benchmarks measure behavior after execution, static guardrails miss obfuscation and multi-step context, and infrastructure sandboxes constrain where code runs without understanding wha
Securing LLM Systems Against Prompt Injection
Yupei Liu, Yuqi Jia, Runpeng Geng + 2 more — arXiv preprint
Proposes defense mechanisms against prompt injection in LLM systems including isolation-based approaches, input/output filtering, and detection methods.