This paper shows the secrecy performance of a network in which secure two-way communication is possible via two half duplex decode and forward (DF) relays with an eavesdropper (EAV) trying to decode the message. In the absence of direct link from source one (S1) to source two (S2), two-way communication is established in two time phases with the help of two half duplex DF relays, first one is in broadcast phase and second one is in relaying phase and two DF relays are named as DF relay one (DFR1) and DF relay two (DFR2). Each of the two relays is assisted with two directive antennas, one is receiving antenna and the other is transmitting antenna directed towards respective transmitting and receiving nodes. Thus, the EAV only receives the information from both sources only and does not receive the forwarded information signal of the relays. Matlab based simulation results, in terms of secrecy outage probability (SOP), have been shown to validate the results.