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Throughout this paper TOKA, a web-based computer assisted assessment system is described. TOKA is valid for generating and automatically evaluating multilingual test exercises. It has been designed with the aim of providing teachers and students with an automatic assessment tool. A case study of how TOKA has been used for continuous assessment in a Computer Security course at the University of the Basque Country is also included.