SENTINEL-RL: Offloading Topological Reasoning from LLM Agents in the Security Operations Center

Large language model LLM agents are increasingly proposed as autonomous SOC analysts, but two limitations make them unreliable at enterprise scale: a finite context window cannot hold a multi-thousand-host authentication graph, and free-form generation offers no guarantee that a recommended...

Dell Precision Optimizer Local Privilege Escalation Vulnerability(CVE-2017-2802)

Summary An exploitable dll hijacking vulnerability exists in the poaService.exe service component of the Dell Precision Optimizer software version 3.5.5.0. A specifically named malicious dll file located in one of directories pointed to by the PATH environment variable will lead to privilege...