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Search: "[ keyword: Detection ]" (97)

51. An Interpretable Log Anomaly System Using Bayesian Probability and Closed Sequence Pattern Mining

Jiyoung Yun, Gun-Yoon Shin, Dong-Wook Kim, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 2, pp. 77-87, Apr. 2021
10.7472/jksii.2021.22.2.77
Keywords: Explainable AI, Log anomaly detection, Bayesian Probability, Rule Extraction
52. A Research on Network Intrusion Detection based on Discrete Preprocessing Method and Convolution Neural Network

JiHoon Yoo, Byeongjun Min, Sangsoo Kim, Dongil Shin, Dongkyoo Shin, Vol. 22, No. 2, pp. 29-39, Apr. 2021
10.7472/jksii.2021.22.2.29
Keywords: NSL-KDD, Network intrusion detection, CNN, Discretization of Continuous
53. Network Intrusion Detection with One Class Anomaly Detection Model based on Auto Encoder

Byeoungjun Min, Jihoon Yoo, Sangsoo Kim, Dongil Shin, Dongkyoo Shin, Vol. 22, No. 1, pp. 13-22, Feb. 2021
10.7472/jksii.2021.22.1.13
Keywords: Anomaly Detection, Network intrusion detection, Autoencoder, NSL-KDD
54. Regeneration of a defective Railroad Surface for defect detection with Deep Convolution Neural Networks

Hyeonho Kim, Seokmin Han, Vol. 21, No. 6, pp. 23-31, Dec. 2020
10.7472/jksii.2020.21.6.23
Keywords: Railroad surface, Generative Adversarial Network, Image Representation, Conditional generation model, Detection Model
55. A Feature-Based Malicious Executable Detection Approach Using Transfer Learning

Yue Zhang, Hyun-HoYang, Ning Gao, Vol. 21, No. 5, pp. 57-65, Oct. 2020
10.7472/jksii.2020.21.5.57
Keywords: Malicious Executable Detection, Transfer Learning, Feature-Based
56. Design of Video Pre-processing Algorithm for High-speed Processing of Maritime Object Detection System and Deep Learning based Integrated System

Hyun-hak Song, Hyo-chan Lee, Sung-ju Lee, Ho-seok Jeon, Tae-ho Im, Vol. 21, No. 4, pp. 117-126, Aug. 2020
10.7472/jksii.2020.21.4.117
Keywords: Ship Detection, Deep Learning, image processing, Binarization, Horizon Detection, Multi Connected-component Labeling
57. Deep Learning-based Abnormal Behavior Detection System for Dementia Patients

Kookjin Kim, Seungjin Lee, Sungjoong Kim, Jaegeun Kim, Dongil Shin, Dong-kyoo shin, Vol. 21, No. 3, pp. 133-144, Jun. 2020
10.7472/jksii.2020.21.3.133
Keywords: Abnomaly detection, deep-learning, Autoencoder, Long Short-Term Memory models
58. A study on evaluation method of NIDS datasets in closed military network

Yong-bin Park, Sung-uk Shin, In-sup Lee, Vol. 21, No. 2, pp. 121-130, Apr. 2020
10.7472/jksii.2020.21.2.121
Keywords: dataset, Network intrusion detection system, Data evaluation, Machine Learning
59. Impact of the human body in wireless propagation of medical implants for tumor detection

Manuel Eugenio Morocho-Cayamcela, Myung-Sik Kim, Wansu Lim, Vol. 21, No. 2, pp. 19-26, Apr. 2020
10.7472/jksii.2020.21.2.19
Keywords: Body area networks, wireless implants, indoor propagation, fading estimation, human tissue modeling, tumor detection.
60. A study on counting number of passengers by moving object detection

Sang-Hyun Yoo, Vol. 21, No. 2, pp. 9-18, Apr. 2020
10.7472/jksii.2020.21.2.9
Keywords: Moving object detection, Object Contours Detection, Bus Passenger Counting

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