Exercise of Machine Design 1
|Numbering Code||U-ENG25 35059 SJ71||Year/Term||2021 ・ First semester|
|Number of Credits||2||Course Type||Seminar|
|Target Year||Target Student|
NISHIWAKI SHINJI (Graduate School of Engineering Professor)
SHIKAMA TAIICHI (Graduate School of Engineering Associate Professor)
TATSUMI KAZUYA (Graduate School of Engineering Associate Professor)
YAMANAKA KOUSUKE (Part-time Lecturer)
NAKAJIMA KAORU (Graduate School of Engineering Associate Professor)
YOKOKAWA RYUUJI (Graduate School of Engineering Professor)
MATSUMOTO MITSUHIRO (Graduate School of Engineering Associate Professor)
NAKANISHI HIROAKI (Graduate School of Engineering Senior Lecturer)
|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.
|Courses delivered by Instructors with Practical Work Experience||
A course with practical content delivered by instructors with practical work experience