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NEW QUESTION: 1
데이터 과학자는 로지스틱 회귀를 사용하여 사기 탐지 모델을 구축합니다. 모델 정확도는 99 %이지만 사기 사례의 90 %는 모델에서 감지되지 않습니다.
모델이 사기 사례의 10 % 이상을 감지하는 데 확실히 도움이 되는 조치는 무엇입니까?
A. 오버 샘플링을 사용하여 데이터 세트 균형 조정
B. 정규화를 사용하여 과적 합 줄이기
C. 클래스 확률 임계 값 줄이기
D. 언더 샘플링을 사용하여 데이터 세트 균형 조정
Answer: C
Explanation:
Decreasing the class probability threshold makes the model more sensitive and, therefore, marks more cases as the positive class, which is fraud in this case. This will increase the likelihood of fraud detection. However, it comes at the price of lowering precision.
NEW QUESTION: 2
A technician submitted a change control request to upgrade the firmware on all company switches at the same time, during off hours, and through automation. Which of the following change management documents is MOST important to create to ensure the upgrade will not adversely affect the business?
A. Scope of the change
B. Risk analysis of the change
C. Documentation of the change
D. Plan for the change
Answer: B
NEW QUESTION: 3
An Intrusion Detection System (IDS) is what type of control?
A. A recovery control.
B. A detective control.
C. A directive control.
D. A preventive control.
Answer: B
Explanation:
Explanation/Reference:
Explanation:
Detective controls include Motion detectors, Closed-circuit TVs, Monitoring and Supervising, Job rotation, Investigations, Audit logs, and IDS.
Incorrect Answers:
A: Preventive controls include Locks, Badge system, Security guard, Security policy, Testing, ACLs, Encryption, and Smart cards.
C: Recovery controls include Offsite facility, and Data backup.
D: Directive controls, which are also known as administrative controls, include Security policy, Monitoring and Supervising, Separation of duties, Job rotation, Information Classification, Personnel Procedures, Testing, and Security-awareness training.
References:
Harris, Shon, All In One CISSP Exam Guide, 6th Edition, McGraw-Hill, 2013, pp. 32, 33