1. A computer-implemented method for facilitating intelligent auditing of security log data and validation of firewall configuration, the method comprising: receiving a set of rules translated from a security policy, wherein a respective rule from the set of rules is translated to be represented as a Semantic Web Rule Language (SWRL) statement; correlating log data with the translated set of rules, the correlating comprising: converting the log data into Web Ontology Language (OWL)-based format by converting original relational database(RDB)-formatted log data into a Resource Description Framework (RDF) format; and applying the translated set of rules to the OWL-format log data; and identifying, by a processor, one or more records of the log data which indicate potential violation of the security policy based on results of applying the translated set of rules.