JICS

1. Proposal of Hostile Command Attack Method Using Audible Frequency Band for Smart Speaker

Tae-jun Park, Jongsub Moon, Journal of Internet Computing and Services, Vol. 23, No. 4, pp. 1-9, Aug. 2022

10.7472/jksii.2022.23.4.1
Keywords: 돌핀어택, 스마트 스피커, 음성 명령, 화자 인증, DolphinAttack, Smart speaker, Voice Controllable System, Speaker Recognition

2. A Study on the Evaluation of Classification Performance by Capacity of Explosive Components using Convolution Neural Network (CNN)

Chang-Hyeon Lee, Sung-Yoon Cho, Ki-Won Kwon, Tae-Ho Im, Journal of Internet Computing and Services, Vol. 23, No. 4, pp. 11-19, Aug. 2022

10.7472/jksii.2022.23.4.11
Keywords: 딥러닝, 폭발물 분류, 이상 감지 시스템, Deep Learning, explosive classification, abnormality detection system

3. A Comparison Study of RNN, CNN, and GAN Models in Sequential Recommendation

Ji Hyung Yoon, Jaewon Chung, Beakcheol Jang, Journal of Internet Computing and Services, Vol. 23, No. 4, pp. 21-33, Aug. 2022

10.7472/jksii.2022.23.4.21
Keywords: 추천 시스템, 순환 신경망, 합성곱 신경망, 생성적 적대 신경망, 순차적 모델링, Recommender System, RNN, CNN, GAN, Deep Learning, sequence modeling

4. Makeup transfer by applying a loss function based on facial segmentation combining edge with color information

So-hyun Lim, Jun-chul Chun, Journal of Internet Computing and Services, Vol. 23, No. 4, pp. 35-43, Aug. 2022

10.7472/jksii.2022.23.4.35
Keywords: 메이크업 변환, 적대적 생성 신경망, 경사지향 히스토그램, 뷰티겐, 손실 함수, 안면 분할, Makeup Transfer, generative adversarial networks, Histogram of Gradient, BeautyGAN, Loss Function, Facial segmentation

5. An Accurate Cryptocurrency Price Forecasting using Reverse Walk-Forward Validation

Hyun Ahn, Baekcheol Jang, Journal of Internet Computing and Services, Vol. 23, No. 4, pp. 45-55, Aug. 2022

10.7472/jksii.2022.23.4.45
Keywords: 암호화폐, 가격예측, 머신러닝, Cryptocurrency, Price Prediction, Machine Learning

6. Deep Learning Based Rescue Requesters Detection Algorithm for Physical Security in Disaster Sites

Da-hyeon Kim, Man-bok Park, Jun-ho Ahn, Journal of Internet Computing and Services, Vol. 23, No. 4, pp. 57-64, Aug. 2022

10.7472/jksii.2022.23.4.57
Keywords: 붕괴 건물, 물리적 보안, 딥러닝, 재난현장, 객체 탐지 알고리즘, Risk of building, Physical Security, Deep Learning, Disaster sites, Object Detection

7. FIDO Platform of Passwordless Users based on Multiple Biometrics for Secondary Authentication

Min-goo Kang, Journal of Internet Computing and Services, Vol. 23, No. 4, pp. 65-72, Aug. 2022

10.7472/jksii.2022.23.4.65
Keywords: 암호 없는 보안, 복합인자인증(MFA), 제로 트러스트, FIDO 거래, 2차 사용자 인증, Passwordless security, Multi-Factor Authentication(MFA), Zero Trust, FIDO transaction, Secondary user authentication

8. Efficient distributed consensus optimization based on patterns and groups for federated learning

Seung Ju Kang, Ji Young Chun, Geontae Noh, Ik Rae Jeong, Journal of Internet Computing and Services, Vol. 23, No. 4, pp. 73-85, Aug. 2022

10.7472/jksii.2022.23.4.73
Keywords: 연합학습, 최적화, 가중치 모델, 통신시간, 프라이버시, ADMM, Federated learning, Optimization, Weight model, Communication time, Privacy, ADMM

9. A study on machine learning-based defense system proposal through web shell collection and analysis

Ki-hwan Kim, Yong-tae Shin, Journal of Internet Computing and Services, Vol. 23, No. 4, pp. 87-94, Aug. 2022

10.7472/jksii.2022.23.4.87
Keywords: 웹서비스, 웹쉘공격, 머신러닝, 웹쉘수집 및 분석, 방어시스템, Web Service, WebShell attack, Machine Learning, WebShell collection and analysis, Defense System

10. Development of Internet of Things Sensor-based Information System Robust to Security Attack

Junhyeok Yun, Mihui Kim, Journal of Internet Computing and Services, Vol. 23, No. 4, pp. 95-107, Aug. 2022

10.7472/jksii.2022.23.4.95
Keywords: 사물인터넷, 정보 시스템, 네트워크 보안, 빅데이터, Internet of Things, Information System, Network Security, Big-Data

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Vol. 23, No. 4, Aug. 2022

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