{"title":"MLP4NIDS: An Efficient MLP-Based Network Intrusion Detection for CICIDS2017 Dataset","authors":"Arnaud Rosay, F. Carlier, Pascal Leroux","doi":"10.1007/978-3-030-45778-5_16","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_16","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122230741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Srikanth Bethu, B. Babu, K. Madhavi, P. G. Krishna
{"title":"Algorithm Selection and Model Evaluation in Application Design Using Machine Learning","authors":"Srikanth Bethu, B. Babu, K. Madhavi, P. G. Krishna","doi":"10.1007/978-3-030-45778-5_12","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_12","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"354 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132450456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Q-routing: From the Algorithm to the Routing Protocol","authors":"Alexis Bitaillou, B. Parrein, G. Andrieux","doi":"10.1007/978-3-030-45778-5_5","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_5","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114069099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A New Approach to Determine the Optimal Number of Clusters Based on the Gap Statistic","authors":"Jaekyung Yang, Jong-Yeong Lee, Myoungjin Choi, Yeongin Joo","doi":"10.1007/978-3-030-45778-5_15","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_15","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122863119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Diogo Ferreira, Carlos R. Senna, P. Salvador, Luís Cortesão, Cristina Pires, Rui Pedro, S. Sargento
{"title":"Root Cause Analysis of Reduced Accessibility in 4G Networks","authors":"Diogo Ferreira, Carlos R. Senna, P. Salvador, Luís Cortesão, Cristina Pires, Rui Pedro, S. Sargento","doi":"10.1007/978-3-030-45778-5_9","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_9","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125480201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Machine Learning Methods for Anomaly Detection in IoT Networks, with Illustrations","authors":"Vassia Bonandrini, J. Bercher, N. Zangar","doi":"10.1007/978-3-030-45778-5_19","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_19","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124323447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Benali Cherif, Z. Sahnoun, R. Maamri, Nardjes Bouchemal
{"title":"Internet of Things: Security Between Challenges and Attacks","authors":"Benali Cherif, Z. Sahnoun, R. Maamri, Nardjes Bouchemal","doi":"10.1007/978-3-030-45778-5_31","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_31","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"16 40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130251466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nardjes Bouchemal, A. Serrar, Yehya Bouzeraa, Naila Bouchemal
{"title":"Scream to Survive(S2S): Intelligent System to Life-Saving in Disasters Relief","authors":"Nardjes Bouchemal, A. Serrar, Yehya Bouzeraa, Naila Bouchemal","doi":"10.1007/978-3-030-45778-5_29","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_29","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115589609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Space-Time Pattern Extraction in Alarm Logs for Network Diagnosis","authors":"Achille Salaün, A. Bouillard, M. Buob","doi":"10.1007/978-3-030-45778-5_10","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_10","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125987707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}