Internationalising the Social Work Curriculum: A Working Toolkit for Higher Education Facilities

This toolkit was collated by social work academics at Queen’s University Belfast (QUB), United Kingdom in collaboration with social work educators nationally and internationally who are committed to the internationalisation of the social work curriculum. The information and examples contained in this document offer a practical guide for the development and evaluation of international opportunities for students and academics. The resources were designed with diverse educational settings in mind for the enhancement of social work learning and teaching.

PageRank in Malware Categorization

In this paper, we propose a malware categorization method that models malware behavior in terms of instructions using PageRank. PageRank computes ranks of web pages based on structural information and can also compute ranks of instructions that represent the structural information of the instructions in malware analysis methods. Our malware categorization method uses the computed ranks as features in machine learning algorithms. In the evaluation, we compare the effectiveness of different PageRank algorithms and also investigate bagging and boosting algorithms to improve the categorization accuracy.