Data Poisoning Attacks - What Do You Say?

There's a lot of great academic research trying to address this problem. But i'd be sceptical that we'd be able to catch everything, just like some of the most impactful attacks. Oftentimes it's very difficult to detect. You need to have aggregated log data to understand what the downstrem impact is as well as what the root cause might be. Because ultimately, yes, you are trying to solve the issue at hand, but you also want to prevent it from happening in the future.