| Paper Abstract and Keywords |
| Presentation |
2026-07-15 10:40
Analysis of Malicious Traffic Clusters Exploitable to Poisoning Attacks in a LightGBM-based NIDS
Yusha Yazici (Nagoya Univ.), Hirokazu Hasegawa (NII), Yukiko Yamaguchi, Hajime Shimada (Nagoya Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
(Available after conference date) |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
NIDS / Poisoning Attack / LightGBM / Clustering / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 126, no. 111, ICSS2026-75, pp. 330-337, July 2026. |
| Paper # |
ICSS2026-75 |
| Date of Issue |
2026-07-06 (ISEC, SITE, BioX, HWS, ICSS, EMM) |
| ISSN |
Online edition: ISSN 2432-6380 |
| Download PDF |
|
| Conference Information |
| Committee |
BioX HWS ISEC SITE ICSS EMM IPSJ-CSEC IPSJ-SPT |
| Conference Date |
2026-07-13 - 2026-07-15 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Sapporo Convention Center |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
ICSS |
| Conference Code |
2026-07-BioX-HWS-ISEC-SITE-ICSS-EMM-CSEC-SPT-SEC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Analysis of Malicious Traffic Clusters Exploitable to Poisoning Attacks in a LightGBM-based NIDS |
| Sub Title (in English) |
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| Keyword(1) |
NIDS |
| Keyword(2) |
Poisoning Attack |
| Keyword(3) |
LightGBM |
| Keyword(4) |
Clustering |
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| 1st Author's Name |
Yusha Yazici |
| 1st Author's Affiliation |
Nagoya University (Nagoya Univ.) |
| 2nd Author's Name |
Hirokazu Hasegawa |
| 2nd Author's Affiliation |
National Institute of Informatics (NII) |
| 3rd Author's Name |
Yukiko Yamaguchi |
| 3rd Author's Affiliation |
Nagoya Unicersity (Nagoya Univ.) |
| 4th Author's Name |
Hajime Shimada |
| 4th Author's Affiliation |
Nagoya University (Nagoya Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2026-07-15 10:40:00 |
| Presentation Time |
25 minutes |
| Registration for |
ICSS |
| Paper # |
ISEC2026-60, SITE2026-56, BioX2026-83, HWS2026-56, ICSS2026-75, EMM2026-67 |
| Volume (vol) |
vol.126 |
| Number (no) |
no.107(ISEC), no.108(SITE), no.109(BioX), no.110(HWS), no.111(ICSS), no.112(EMM) |
| Page |
pp.330-337 |
| #Pages |
8 |
| Date of Issue |
2026-07-06 (ISEC, SITE, BioX, HWS, ICSS, EMM) |