LLM4Trust Benchmark

What is LLM4Trust?

Evaluates LLMs on understanding five trust properties via constructed trust graphs and property understanding tasks, with code and datasets released.

Released

2026-09-27

Evaluates

Cybersecurity, Language & Knowledge, cs.LG

Openness

unknown

Importer

Claire Radar

Review status

ai-reviewed

Reported scores

0

Source provenance

• Original evidence https://arxiv.org/abs/2609.33521

LLM4Trust paper and code

• Paper https://arxiv.org/abs/2609.33521
• Code https://github.com/Jieerbobo/LLM4Trust

Which sources cite LLM4Trust?

• LLM4Trust

Related Cybersecurity, Language & Knowledge, cs.LG benchmarks

• 2d-fet-bench
• 5-Dialects-BN
• A Large-Scale Dataset and Benchmark
• AARRI-Bench
• ABC-Bench
• ActiveSciBench
• AdaMem-Bench
• AdaptArena