Synthetic training trajectories for fine-tuning AI agents on Active Directory penetration testing.
Each trajectory is a complete attack path from initial access to Domain Admin, formatted as multi-turn chat conversations with:
System prompt with target domain context
reasoning traces (expert thought process)
Tool calls (nmap, ldapsearch, GetUserSPNs, hashcat, secretsdump, etc.)
Tool outputs (realistic… See the full description on the dataset page:
https://huggingface.co/datasets/omkar6699/openworlds-ad-trajectories.