Presentation | 2022-03-29 A proposal of method for defending against cyber attacks by combining honeypots and IPS Yudai Yamamoto, Shingo Yamaguchi, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We propose a defense system that makes it possible to detect and prevent attacks targeting web applications and IoT devices by combining honeypots and IPS (intrusion prevention systems). The purpose is to be able to take immediate countermeasures against the latest attacks. This enables us to detect not only known attacks but also unknown attacks. As the result of experiments, compared with the method using only Suricata official rules, the proposed method was able to detect attacks with a probability of up to 92% higher. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Honeypots / Intrusion prevention system / Web application / Cyber attacks / Machine learning |
Paper # | MSS2021-71,NLP2021-142 |
Date of Issue | 2022-03-21 (MSS, NLP) |
Conference Information | |
Committee | MSS / NLP |
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Conference Date | 2022/3/28(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Online |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | MSS, NLP, Work In Progress (MSS only), and etc. |
Chair | Atsuo Ozaki(Osaka Inst. of Tech.) / Takuji Kosaka(Chukyo Univ.) |
Vice Chair | Shingo Yamaguchi(Yamaguchi Univ.) / Akio Tsuneda(Kumamoto Univ.) |
Secretary | Shingo Yamaguchi(Hokkaido Univ.) / Akio Tsuneda(NEC) |
Assistant | Masato Shirai(Shimane Univ.) / Hideyuki Kato(Oita Univ.) / Yuichi Yokoi(Nagasaki Univ.) |
Paper Information | |
Registration To | Technical Committee on Mathematical Systems Science and its Applications / Technical Committee on Nonlinear Problems |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A proposal of method for defending against cyber attacks by combining honeypots and IPS |
Sub Title (in English) | |
Keyword(1) | Honeypots |
Keyword(2) | Intrusion prevention system |
Keyword(3) | Web application |
Keyword(4) | Cyber attacks |
Keyword(5) | Machine learning |
1st Author's Name | Yudai Yamamoto |
1st Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
2nd Author's Name | Shingo Yamaguchi |
2nd Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
Date | 2022-03-29 |
Paper # | MSS2021-71,NLP2021-142 |
Volume (vol) | vol.121 |
Number (no) | MSS-443,NLP-444 |
Page | pp.pp.83-88(MSS), pp.83-88(NLP), |
#Pages | 6 |
Date of Issue | 2022-03-21 (MSS, NLP) |