# MaliciousAgentSkillsBench

Source: [MaliciousAgentSkillsBench](<https://www.sota2.com/research/dataset/maliciousagentskillsbench>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Malicious Skill Detection on MaliciousAgentSkillsBench (404 malicious, 502 benign)](<https://www.sota2.com/research/sota/malicious-skill-detection-on-maliciousagentskillsbench-404-malicious-502-benign.md>): Malicious skill detection; MaliciousAgentSkillsBench (404 malicious, 502 benign).

- [Malicious Instruction Detection on MaliciousAgentSkillsBench (traditional IPI baselines)](<https://www.sota2.com/research/sota/malicious-instruction-detection-on-maliciousagentskillsbench-traditional-ipi-baselines.md>): Malicious Instruction Detection; MaliciousAgentSkillsBench traditional IPI baselines.