7.18 INTRUSION DETECTION SYSTEMS. The Journal of Research of the National Institute of Standards and Technology (November-December 2003) published a study of a computer intrusion detection system (IDS). The IDS is designed to provide an alarm whenever unauthorized access (e.g., an intrusion) to a computer system occurs. The probability of the system giving a false alarm (i.e., providing a warning when no intrusion occurs) is defined by the symbol a, while the probability of a missed detection (i.e., no warning given when an intrusion occurs) is defined by the symbol 3. These symbols are used to represent Type I and Type II error rates, respectively, in a hypothesis-testing scenario. a. What is the null hypothesis, Ho? b. What is the alternative hypothesis, Ha?

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c. According to actual data collected by the
Massachusetts Institute of Technology
Lincoln Laboratory, only 1 in 1,000
computer sessions with no intrusions
resulted in a false alarm. For the same
system, the laboratory found that only 500 of
1,000 intrusions were actually detected. Use
this information to estimate the values of a
and B.
Transcribed Image Text:c. According to actual data collected by the Massachusetts Institute of Technology Lincoln Laboratory, only 1 in 1,000 computer sessions with no intrusions resulted in a false alarm. For the same system, the laboratory found that only 500 of 1,000 intrusions were actually detected. Use this information to estimate the values of a and B.
7.18 INTRUSION DETECTION SYSTEMS. The
Journal of Research of the National Institute of Standards
and Technology (November-December 2003)
published a study of a computer intrusion detection
system (IDS). The IDS is designed to provide an
alarm whenever unauthorized access (e.g., an
intrusion) to a computer system occurs. The
probability of the system giving a false alarm (i.e.,
providing a warning when no intrusion occurs) is
defined by the symbol a, while the probability of a
missed detection (i.e., no warning given when an
intrusion occurs) is defined by the symbol 3. These
symbols are used to represent Type I and Type II
error rates, respectively, in a hypothesis-testing
scenario.
a. What is the null hypothesis, Ho?
b. What is the alternative hypothesis, Ha?
Transcribed Image Text:7.18 INTRUSION DETECTION SYSTEMS. The Journal of Research of the National Institute of Standards and Technology (November-December 2003) published a study of a computer intrusion detection system (IDS). The IDS is designed to provide an alarm whenever unauthorized access (e.g., an intrusion) to a computer system occurs. The probability of the system giving a false alarm (i.e., providing a warning when no intrusion occurs) is defined by the symbol a, while the probability of a missed detection (i.e., no warning given when an intrusion occurs) is defined by the symbol 3. These symbols are used to represent Type I and Type II error rates, respectively, in a hypothesis-testing scenario. a. What is the null hypothesis, Ho? b. What is the alternative hypothesis, Ha?
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