Beyond Collection: Measuring the Detection Efficacy of Modern Security Logging Standards

Effective security logging is crucial for the timely and accurate detection of cyber threats; however, the relative effectiveness of various industry-standard logging frameworks remains understudied. This paper addresses this critical gap by presenting the first systematic evaluation of modern...

Semantic-Aware Parsing for Security Logs

Security analysts struggle to quickly and efficiently query and correlate log data due to the heterogeneity and lack of structure in real-world logs. Existing AI-based parsers focus on learning syntactic log templates but lack the semantic interpretation needed for querying. Directly querying lar...

Standardizing SaaS Data to Drive Greater Cloud Security Efficacy

The way we do business has fundamentally changed, and as a result, so must security. Whether it’s legacy modernization initiatives, process improvements, or bridging the gap between physical and digital—most organizational strategies and initiatives involve embracing the cloud. However, investing...