\relax 
\citation{antonakakis2017understanding}
\citation{putchala2017deep}
\citation{roy2018deep}
\citation{roopak2020intrusion}
\citation{diro2018distributed}
\citation{roopak2019deep}
\citation{soe2019ddos}
\citation{otoum2019dl}
\citation{thamilarasu2019towards}
\citation{ferrag2019deepcoin}
\citation{muna2018identification}
\citation{roy2018deep}
\citation{koroniotis2019towards}
\citation{ge2019deep}
\citation{bhatia2017comprehensive}
\citation{bhatia2019quantum}
\citation{bhatia2016temporal}
\citation{bhatia2017comprehensive}
\citation{bhatia2016temporal}
\citation{bhatia2019exploring}
\citation{bhatia2017game}
\citation{bhatia2019exploring}
\citation{bhatia2019quantum}
\citation{bhatia2020cognitive}
\citation{bhatia2020fog}
\citation{bhatia2020internet}
\citation{bhatia2020quantumized}
\@writefile{toc}{\contentsline {section}{\numberline {1}Introduction}{1}\protected@file@percent }
\citation{bhatia2020internet}
\citation{bhatia2020cognitive}
\citation{thakkar2021review}
\citation{mahboub2021smart}
\citation{gill2020gtm}
\citation{einy2021anomaly}
\citation{heal2005ids}
\citation{antonakakis2017understanding}
\citation{sforzin2016rpids}
\citation{bhatia2017game}
\citation{bhatia2020quantumized}
\citation{bhatia2020quantumized}
\@writefile{toc}{\contentsline {subsection}{\numberline {1.1}{\color {blue}\uwave  {Research Area}}}{2}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {1.2}{\color {blue}\uwave  {Research Gaps}}}{2}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {1.3}{\color {blue}\uwave  {Fundamentals}}}{2}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {1.4}{\color {blue}\uwave  {State-of-the-art Contributions}}}{2}\protected@file@percent }
\citation{antonakakis2017understanding}
\citation{putchala2017deep}
\citation{roy2018deep}
\citation{roopak2020intrusion}
\citation{diro2018distributed}
\citation{roopak2019deep}
\citation{soe2019ddos}
\citation{otoum2019dl}
\citation{thamilarasu2019towards}
\citation{ferrag2019deepcoin}
\citation{muna2018identification}
\citation{roy2018deep}
\citation{koroniotis2019towards}
\citation{ge2019deep}
\citation{bhatia2020fog}
\citation{lopez2017network}
\citation{putchala2017deep}
\citation{roy2018deep}
\citation{diro2018distributed}
\citation{roopak2019deep}
\citation{thamilarasu2019towards}
\citation{otoum2019dl}
\citation{bansal2014spider}
\citation{ferrag2019deepcoin}
\citation{roopak2020intrusion}
\citation{koroniotis2019towards}
\citation{aldhaheri2020deepdca}
\citation{soe2019ddos}
\citation{ge2019deep}
\citation{muna2018identification}
\@writefile{toc}{\contentsline {subsection}{\numberline {1.5}{\color {blue}\uwave  {Paper Structure}}}{3}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {2}{\color {red}\sout  {Key Components for IoT-IDS}}}{3}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {1}{\ignorespaces {\color {blue}\uwave  {IDS for IoT}}}}{4}\protected@file@percent }
\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces CNN Architecture}}{4}\protected@file@percent }
\newlabel{fig:1}{{1}{4}}
\@writefile{toc}{\contentsline {section}{\numberline {2}Literature Survey}{4}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {2}{\ignorespaces BoT-IoT Attribute Set}}{5}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {3}{\ignorespaces BoT-IoT Data Set}}{5}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {4}{\ignorespaces  Training dataset}}{5}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {5}{\ignorespaces  Types of Attributes}}{5}\protected@file@percent }
\citation{bhatia2020fog}
\@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces TCNN Framework}}{6}\protected@file@percent }
\newlabel{fig:1}{{2}{6}}
\@writefile{toc}{\contentsline {subsection}{\numberline {2.1}{\color {red}\sout  {Outcomes}}}{6}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {3}\DIFdelbegin  {\color {red}\sout  {Proposed Model}}\DIFdelend  \DIFaddbegin  {\color {blue}\uwave  {Background Studies}}\DIFaddend  }{6}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {3.1}{\color {red}\sout  {Fundamentals}}}{6}\protected@file@percent }
\@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces \DIFdelbeginFL  {\color {red}\sout  {TCNN Framework Training}}\DIFdelendFL  \DIFaddbeginFL  {TCNN Framework Training}\DIFaddendFL  }}{7}\protected@file@percent }
\newlabel{fig:1}{{3}{7}}
\@writefile{toc}{\contentsline {section}{\numberline {4}{\color {blue}\uwave  {Proposed Model}}}{7}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {4.1}Architecture in General}{7}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {4.2}TCNN Model Optimized Training}{8}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {5}Experimental Implementation}{8}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {5.1}Data Instances}{8}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {6}{\ignorespaces Hyper-parameters of DL Model}}{9}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {7}{\ignorespaces Performance Analysis}}{9}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {8}{\ignorespaces Performance Analysis}}{9}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {5.2}Dataset balancing}{9}\protected@file@percent }
\@writefile{lof}{\contentsline {figure}{\numberline {4}{\ignorespaces  \DIFdelbeginFL  {\color {red}\sout  {Energy Conservation Analysis }}\DIFdelendFL  \DIFaddbeginFL  {Energy Conservation Analysis (a) Records vs Bytes; (b) Records vs Rate; (c) Records vs Packet Size; (d) Records vs IP; }\DIFaddendFL  }}{10}\protected@file@percent }
\@writefile{lof}{\contentsline {subfigure}{\numberline{(a)}{\ignorespaces {}}}{10}\protected@file@percent }
\@writefile{lof}{\contentsline {subfigure}{\numberline{(b)}{\ignorespaces {}}}{10}\protected@file@percent }
\@writefile{lof}{\contentsline {subfigure}{\numberline{(c)}{\ignorespaces {}}}{10}\protected@file@percent }
\@writefile{lof}{\contentsline {subfigure}{\numberline{(d)}{\ignorespaces {}}}{10}\protected@file@percent }
\newlabel{sample-figure}{{4}{10}}
\@writefile{toc}{\contentsline {subsection}{\numberline {5.3}Attribute Minimization}{10}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {5.4}Transformation of Attribute}{10}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {5.5}Splitting a dataset}{11}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {5.6}Deep Learning Techniques}{11}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {6}{\color {red}\sout  {Assessment}}}{11}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {5.1} {\color {blue}\uwave  {Assessment}}}{11}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {5.2}Metrics for Performance Estimation}{11}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {5.3} Prediction Evaluation}{11}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {5.4} Deep Learning Model Evaluation}{11}\protected@file@percent }
\bibstyle{unsrt}
\bibdata{ref3}
\bibcite{antonakakis2017understanding}{1}
\bibcite{putchala2017deep}{2}
\bibcite{roy2018deep}{3}
\@writefile{toc}{\contentsline {subsection}{\numberline {5.5} Evaluation of Related Work}{12}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {6}Conclusion}{12}\protected@file@percent }
\bibcite{roopak2020intrusion}{4}
\bibcite{diro2018distributed}{5}
\bibcite{roopak2019deep}{6}
\bibcite{soe2019ddos}{7}
\bibcite{otoum2019dl}{8}
\bibcite{thamilarasu2019towards}{9}
\bibcite{ferrag2019deepcoin}{10}
\bibcite{muna2018identification}{11}
\bibcite{koroniotis2019towards}{12}
\bibcite{ge2019deep}{13}
\bibcite{bhatia2016temporal}{14}
\bibcite{bhatia2017comprehensive}{15}
\bibcite{bhatia2019quantum}{16}
\bibcite{bhatia2017game}{17}
\bibcite{bhatia2019exploring}{18}
\bibcite{bhatia2020cognitive}{19}
\bibcite{bhatia2020fog}{20}
\bibcite{bhatia2020internet}{21}
\bibcite{bhatia2020quantumized}{22}
\bibcite{thakkar2021review}{23}
\bibcite{mahboub2021smart}{24}
\bibcite{gill2020gtm}{25}
\bibcite{einy2021anomaly}{26}
\bibcite{heal2005ids}{27}
\bibcite{sforzin2016rpids}{28}
\bibcite{lopez2017network}{29}
\bibcite{bansal2014spider}{30}
\bibcite{aldhaheri2020deepdca}{31}
