Sampled logs frequently miss low-volume or distributed bot attacks that are designed to stay below detection thresholds. By analyzing only a fraction of your traffic, you lose the ability to correlate subtle patterns across different IP addresses and miss the outlier events that often signal a sophisticated account takeover or scraping campaign.