Red-Team Framework Tests Security of Coding Agents in Software Pipelines
A new execution-grounded security testing framework probes the execution-layer boundary of coding agents by embedding unsafe operations into routine software engineering workloads. The framework uses observable sandbox evidence—tool invocations, runtime traces, and file-system diffs—to detect persistent changes that could abuse delegated privileges. The approach targets unit testing, regression testing, crash reproduction, and validation tasks. The research is detailed in arXiv:2607.22569.
Key facts
- Coding agents can modify project artifacts, execution environments, and underlying systems.
- A hook inserted into a startup script can persist after interaction and abuse privileges.
- The framework uses observable sandbox evidence: tool invocations, runtime traces, file-system diffs.
- Unsafe operations are embedded into unit testing, regression testing, crash reproduction, and validation.
- The research is published on arXiv with ID 2607.22569.
Entities
Institutions
- arXiv