A technology for defending a Distributed Denial-of-Service (DDoS) attack is provided. A system for determining an application layer-based slow DDoS attack may include a packet collecting unit to collect a packet in a network, a packet parsing unit to extract at least one header field from the collected packet, and a DDoS attack determining unit to determine whether a DDoS attack against the packet is detected, using a session table and a flow table.