Blogs
Explore our highlighted blog posts that dive into the world of cybersecurity trends and strategies.
When a 99% Safety Score Is Not Enough: Introducing SSP-Bench
A dynamic approach to evaluating the safety, security, and privacy of large language models (LLMs). LLMs are advancing rapidly, but the benchmarks used to evaluate them are struggling to keep
Unified Black-Box Evaluation of Cross-Dimensional Trade-offs in LLM SSP
A Model Can Be Safe—and Still Be Untrustworthy! Large language models (LLMs) are increasingly used in healthcare, finance, software development, customer service, and other high-impact settings. Yet the way we
When the Benchmark Measures the Pipeline: Auditing Cybersecurity LLM Evaluation
A benchmark score looks deceptively simple. A model answers a set of questions, an evaluator calculates a number, and that number becomes evidence of the model’s capability. But what if
When Native Dependencies Betray: An Integer Overflow in libxml2 with Cross-Language Impact on PHP and Swift
Author: Ahmed Lekssays Executive Summary During security research at the Qatar Computing Research Institute, we discovered a critical integer overflow vulnerability in libxml2’s xmlBuildQName() function (CVE-2025-6021) that cascaded into multiple
From VEX to Critical Bug
A subtle normalization mismatch inside an SBOM tool can break dependency relationships even when all packages are detected correctly. When edges between components silently disappear, downstream processes like vulnerability scanning