3 papers
cs.CR2025
Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security
Gabriel Chua
As large language models (LLMs) increasingly integrate native code interpreters, they enable powerful real-time execution capabilities, substantially expanding their utility. Howev…
cs.CL2025
A Flexible Large Language Models Guardrail Development Methodology Applied to Off-Topic Prompt Detection
Gabriel Chua, Shing Yee Chan, Shaun Khoo
Large Language Models (LLMs) are prone to off-topic misuse, where users may prompt these models to perform tasks beyond their intended scope. Current guardrails, which often rely o…
cs.CL2025
MinorBench: A hand-built benchmark for content-based risks for children
Shaun Khoo, Gabriel Chua, Rachel Shong
Large Language Models (LLMs) are rapidly entering children's lives - through parent-driven adoption, schools, and peer networks - yet current AI ethics and safety research do not a…