Cloud CISO Perspectives : Data-driven insights into AI and cybersecurity
google cloudblog- The true test of any malware analysis tool lies in its ability to identify never-before-seen techniques that are not detected by traditional methods. Gemini can understand how code behaves in a deep way to spot new threats, even threats never seen before, and can make this kind of advanced analysis more widely accessible.
- Our current results using large-language models (LLM) to create new fuzzing harnesses are showing real promise. We’ve achieved coverage increases of up to 7,000% across 272 C and C++ projects in OSS-Fuzz.
- Google Project Zero and Google DeepMind collaborated on a project called Big Sleep, which has already uncovered its first real-world vulnerability using a LLM.
- At Google, we’re using LLMs to speed up our security and privacy incident workflows. Gemini helps us write incident summaries 51% faster while also measurably improving their quality in blind evaluations by human reviewers.
- We’re also using ...
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