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and applications","volume":"3","author":"al-enezi","year":"2010","journal-title":"Int J Res Rev Appl Sci"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2010.08.024"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1109\/HIS.2009.274"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04020-7_53"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1007\/11563952_79"},{"key":"ref18","first-page":"137","article-title":"An intrusion detection method based on changes of antibody concentration in immune response","volume":"15","author":"zhang","year":"2019","journal-title":"J Inf Process Syst"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32615-8_1"},{"key":"ref119","first-page":"11","article-title":"Securing relational databases with an artificial immunity features","volume":"68","author":"mostafa","year":"2013","journal-title":"Int J Comput 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