Introduction to Engineering Science B

Numbering Code U-ENG25 15111 LJ77
U-ENG25 15111 LJ28
U-ENG25 15111 LJ75
Year/Term 2021 ・ Second semester
Number of Credits 2 Course Type Lecture
Target Year Target Student
Language Japanese Day/Period Wed.2
Instructor name TSUJI NOBUHIRO (Graduate School of Engineering Professor)
UDA TETSUYA (Graduate School of Engineering Professor)
MURASE KUNIAKI (Graduate School of Engineering Professor)
KUROKAWA SHIYUU (Graduate School of Engineering Associate Professor)
SEKO ATSUTO (Graduate School of Engineering Associate Professor)
KAWANABE HIROSHI (Graduate School of Energy Science Professor)
KASHIWAYA YOSHIAKI (Graduate School of Energy Science Professor)
MURAKAMI SADAYOSHI (Graduate School of Engineering Professor)
TAKAGI IKUJI (Graduate School of Engineering Professor)
KANNO IKUO (Graduate School of Engineering Professor)
SAITOU MANABU (Graduate School of Engineering Professor)
Schedule and Contents Guidance,2times,Guidance on how this class is operated, and how to use computing facility for this class. Basic knowledge on the role of IDS in network security and how machine learning can help the intrusion detection.
Intrusion Detection by Signature-Based IDS,5times,Learn the mechanism of intrusion detection by signature-based IDS by studying open source signature-based IDS and attacks, such as correspondence between alarms issued from IDS and communications, and adding signatures to detect attacks.
Intrusion Detection by Machine Learning,7times,Learn the method of classifying normal and malicious traffic by machine learning algorithms and public dataset for benchmarking intrusion detection performance.
Presentation,1time,Based on the exercise, students presents their methods of intrusion detection using machine learning, and discuss it with other students and instructors.
Course Requirements None
Courses delivered by Instructors with Practical Work Experience 分類:

A course with practical content delivered by instructors with practical work experience
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