Description: research and hobbies of a computer engineer
I use deep learning and graph analytics to expose secrets hidden inside obfuscated binary programs.
Some of these secrets are malicious, like trojans and ransomware, so better detection means better protection against attackers. Other times, obfuscation is hiding stolen code or buggy versions you thought you patched ages ago.
When we can quickly find or prevent vulnerabilities in low-level binary code, we get more trustworthy hardware and software supply chains, which in turn means more secure and reliable software for millions of users.