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ADDIS ABABA UNIVERSITY FACULTY OF INFORMATICS DEPARTMENT OF INFORMATION SCIENCE COMPUTER NETWORK INTRUSION DETECTION: MACHINE LEARNING APPROACH A THESIS SUBMITTED TO SCHOOL OF GRADUATE STUDIES OF.

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