In this work, we consider a network composed of two legitimate nodes and one passive eavesdropper, all of them provided with multiple antennas. We also consider the transmit antenna selection (TAS) scheme along with frame scrambling at the transmitter to provide an instantaneous advantage for the legitimate users over the eavesdropper, while both legitimate and malicious receivers operate under maximum ratio combining (MRC). By considering a quasi-static fading scenario, we evaluate (analytically and through numerical results) the physical layer security through the security gap in terms of both outage probability and convolutional coding-based frame error rate (FER), as a function of the number of antennas at each node. Our results show that, either adopting the FER or the outage probability as the performance metric, it is possible to achieve negative security gaps using a feasible number of antennas.