A technique is provided for establishing a secure access connection with electronic devices. The technique includes receiving a request for establishing the secure access connection, from an electronic device, via an access point associated with the electronic device. The technique further includes dynamically determining at least a local reputation score associated the access point, based on at least a plurality of parameters and pre-defined weights assigned to each of the plurality of parameters. The technique further includes establishing the secure access connection between the host device and the electronic device, via the access point, based on a comparison of an updated global reputation score with a pre-defined threshold. The global reputation score is updated based on the dynamically determined local reputation score.