Post#tools

#tools #Malware_analysis #Blue_Team_Techniques RuleAutoPilot: Synthesizing Deployable Suricata Rules from Network Traffic", Sep 2026. // RuleAutoPilot - end-to-end agentic framework that generates deployable Suricata rules directly from malware network traffic, with no prior threat intelligence required. A key challenge is noise: network traffic captures often contain a small amount of security-relevant traffic mixed with large volumes of background traffic, which reduces LLM reasoning quality and increases cost. RuleAutoPilot addresses this challenge with a Benign Traffic Fingerprinting stage that removes known benign background flows before LLM processing