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1) Using the following diagram, depict two curves that roughly indicate false positives and false negatives, respectively. 2) Based on the two curves, suggest a perfect threshold for the IDS. 3) Find the accuracy and the F1-Score for the perfect IDS. \begin{tabular}{|l|l|r|} \hline Users & Intruder? & \# Sent Packets \\ \hline user1 & Intruder & 40 \\ \hline user2 & Legit & 20 \\ \hline user3 & Legit & 30 \\ \hline user4 & Intruder & 60 \\ \hline user5 & Intruder & 70 \\ \hline user6 & Legit & 10 \\ \hline user7 & Legit & 15 \\ \hline user8 & Legit & 25 \\ \hline user9 & Legit & 18 \\ \hline \end{tabular} \begin{tabular}{|l|l|r|} \hline user10 & Intruder & 80 \\ \hline user11 & Legit & 29 \\ \hline user12 & Legit & 5 \\ \hline user13 & Intruder & 65 \\ \hline user14 & Intruder & 48 \\ \hline user15 & Legit & 23 \\ \hline user16 & Intruder & 84 \\ \hline user17 & Intruder & 70 \\ \hline user18 & Legit & 22 \\ \hline user19 & Intruder & 52 \\ \hline user20 & Intruder & 41 \\ \hline \end{tabular}.

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1) Using the following diagram, depict two curves that roughly indicate false positives and false negatives, respectively. 2) Based on the two curves, suggest a perfect threshold for the IDS. 3) Find the accuracy and the F1-Score for the perfect IDS. begin{tabular}{|l|l|r|} hline Users & Intruder? & # Sent Packets hline user1 & Intruder & 40 hline user2 & Legit & 20 hline user3 & Legit & 30 hline user4 & Intruder & 60 hline user5 & Intruder & 70 hline user6 & Legit & 10 hline user7 & Legit & 15 hline user8 & Legit & 25 hline user9 & Legit & 18 hline end{tabular} begin{tabular}{|l|l|r|} hline user10 & Intruder & 80 hline user11 & Legit & 29 hline user12 & Legit & 5 hline user13 & Intruder & 65 hline user14 & Intruder & 48 hline user15 & Legit & 23 hline user16 & Intruder & 84 hline user17 & Intruder & 70 hline user18 & Legit & 22 hline user19 & Intruder & 52 hline user20 & Intruder & 41 hline end{tabular}

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