How AI Finds Cybersecurity Vulnerabilities
Sometimes a question gets asked so much that it gets a blog post, even if that question isn't at the center of what we do here at Pythia Cyber. Lately, one such question is "how does AI find cybersecurity vulnerabilities?" (We are also going to answer the underlying concern, which is usually "what can I do about this?") Generative AI has significant pattern-recognition capability. This means that AI can find not merely simple matches, such as matching "golden apple" with "This is the tale of the Golden Apple" but also subtler, deeper matches, such as "golden apple" with "Greek myths." Generative AI can only find patterns for which it has been trained. Once trained, that AI can only find patterns in data that has been fed into it. But after these two conditions have been met a decent AI is superhuman in its ability to find the patterns you taught it in the input that you give it. Let us say that you spun up a copy of your f...