Did "cloud computing" and "big data" buzzwords bring new challenges for security testers? Apart from complexity of Hadoop installations and number of interfaces, standard techniques can be applied to test for: web application vulnerabilities, SSL security and encryption at rest. We tested popular Hadoop environments and found a few critical vulnerabilities, which for sure cast a shadow on big data security.