“Log” is short for logarithm. Log reduction means a 10 fold (one decimal place) reduction in CFUs.
A 4-Log Reduction on a surface with 1,000,000 CFUs would leave 100 CFUs, which is written as a 99.99% reduction in potentially harmful microorganisms.