Data pipelines are cool, but have you ever considered their security? It’s probably a yes, because we’ve been hearing news about unauthorized access to systems and data theft for a long time. So, if you’re in this field, you’ve likely thought about the security of data pipelines at least once. So here you are. Yeah, […]
Machine learning models are omnipresent, powering recommendation systems, fraud detection, medical imaging, and more. However, while we obsess over accuracy and performance, we often overlook a critical aspect: security. ML models are vulnerable to hacking (as expected), poisoning, reverse-engineering, and exploitation. Alarmingly, many engineers remain unaware of these threats. Therefore, we prepared this article to […]