CyberClear: A Benchmark for LLM Agent Systems on APT Attack Chain Provenance.

arXiv:2609.32424v1 Announce Type: cross Abstract: Large language model agents have demonstrated promising capabilities in cybersecurity tasks, yet their ability to reconstruct complete Advanced Persistent Threat attack campaigns from complex security logs rema