@PhDThesis{Barros:2010:UsTéAn,
               author = "Barros, Eduardo Gomes de",
                title = "Uso de t{\'e}cnicas de an{\'a}lise de s{\'e}ries temporais para 
                         prever o comportamento do ru{\'{\i}}do de fundo na internet 
                         brasileira usando dados do cons{\'o}rcio brasileiro de 
                         honeypots",
               school = "Instituto Nacional de Pesquisas Espaciais",
                 year = "2010",
              address = "S{\~a}o Jos{\'e} dos Campos",
                month = "2010-11-19",
             keywords = "honeypots, cons{\'o}rcio brasileiro de honeypots (CBH), 
                         ru{\'{\i}}do de fundo, predi{\c{c}}{\~a}o de eventos, 
                         honeypots, brazilian honeypots consortium, ru{\'{\i}}do de 
                         fundo, background radiation, early warning.",
             abstract = "O tr{\'a}fego capturado pelos sensores do Cons{\'o}rcio 
                         Brasileiro de Honeypots (CBH) revela a exist{\^e}ncia de um 
                         tr{\'a}fego que existe na Internet independentemente do tipo de 
                         m{\'a}quina sendo usada ou do tipo de servi{\c{c}}o sendo 
                         prestado: o ru{\'{\i}}do de fundo todo tr{\'a}fego n{\~a}o 
                         produtivo, seja ele malicioso ou n{\~a}o. As atividades 
                         maliciosas que ocorrem na parcela brasileira da Internet 
                         est{\~a}o embutidas neste tr{\'a}fego. Conhec{\^e}-lo, 
                         caracteriz{\'a}-lo e descrev{\^e}-lo {\'e} um desafio que 
                         auxiliar{\'a} na emiss{\~a}o de alertas precoces, paradigma de 
                         seguran{\c{c}}a necess{\'a}rio para a defesa das infraestruturas 
                         cr{\'{\i}}ticas de uma Na{\c{c}}{\~a}o que vem complementar o 
                         atual, o reativo. A partir dos dados do Cons{\'o}rcio Brasileiro 
                         de Honeypots criou-se uma metodologia para sanitiza{\c{c}}{\~a}o 
                         dos mesmos que permitiu que servissem de base para 
                         constru{\c{c}}{\~a}o de s{\'e}ries temporais. A partir destas 
                         s{\'e}ries foi poss{\'{\i}}vel a caracteriza{\c{c}}{\~a}o e a 
                         descri{\c{c}}{\~a}o deste tr{\'a}fego na parcela brasileira da 
                         Internet. A modelagem matem{\'a}tica utilizada permitiu a 
                         proje{\c{c}}{\~a}o de eventos futuros e a an{\'a}lise de quando 
                         alertas precoces devem ser emitidos. ABSTRACT: The traffic 
                         captured by the sensors of the Brazilian Honeypots Alliance (CBH) 
                         reveals the existence of a traffic that exists on the Internet 
                         regardless of the type of machine or the service being provided: 
                         the background noise - all non-productive traffic, whether 
                         malicious or not. The malicious activities occurring in the 
                         Brazilian portion of the Internet are embedded in this traffic. 
                         Know it, characterize it and describe it is a challenge that will 
                         help the issue of early warnings, the security paradigm necessary 
                         for the protection of Nation's critical infrastructures and which 
                         complements the current, the reactive. From the Brazilian 
                         Honeypots Alliance data a methodology was created for data 
                         sanitization and allowing its use for constructing time series. 
                         From these series the characterization and description of the 
                         Brazilian Internet traffic was possible. The mathematical model 
                         used allows the projection of future events and the analysis of 
                         when early warnings should be issued.",
            committee = "Dutra, Luciano Vieira (presidente) and Stephany, Stephan 
                         (orientador) and Montes Filho, Antonio (orientador) and Guedes, 
                         Ulisses Thadeu Vieira and Correa, Ricardo Varela and Camilli, 
                         Alberto and Mello, Cl{\'a}udio Gomes de",
           copyholder = "SID/SCD",
         englishtitle = "Use of temporal series analysis over the brazilian honeypot 
                         alliance data to predict the brazilian internet background 
                         radiation behavior",
             language = "pt",
                pages = "174",
                  ibi = "8JMKD3MGP7W/38E36T5",
                  url = "http://urlib.net/ibi/8JMKD3MGP7W/38E36T5",
           targetfile = "publicacao.pdf",
        urlaccessdate = "15 jun. 2024"
}