Abstract: This document discloses a system and method for securing data files selected from a series of data files. The system comprises a transformation module, an artificial neural network (ANN), a clustering module and a backpropagation module whereby these modules are configured to identify data files that contain malware or anomalies. When such data files are detected, the system will then initiate a series of measures to identify other data files that may be similarly afflicted by the detected malware. These data files are then secured to prevent the malware from affecting a host machine and/or any storage/peripheral devices linked to the host machine.

Abstract: An in-ear earphone including a housing having a first end for receiving a cable, and a second end which is placed in a concha of a user. Provided at the second end is a sealing unit which seals off an outer end of the ear canal in the region of the concha. The sealing unit has a first and a second end. The sealing unit further has a portion between the first and second ends, wherein both the inside diameter and also the outside diameter of the second end increase in the direction of the second end.

Abstract: An in-ear earphone including a housing having a first end for receiving a cable, and a second end which is placed in a concha of a user. Provided at the second end is a sealing unit which seals off an outer end of the ear canal in the region of the concha. The sealing unit has a first and a second end. The sealing unit further has a portion between the first and second ends, wherein both the inside diameter and also the outside diameter of the second end increase in the direction of the second end.