Web logs can be analyzed with specific attention to Internet Background Radiation (IBR). Two bands of the IBR spectrum include scanning and misconfiguration where details about attacker and victim patterns are readily available. Via web application specific examples this discussion will analyze attacks exhibiting traits, trends, and tendencies from the attacker and victim perspectives.