Digital Library

Search: "[ keyword: CNN ]" (10)
    , , Vol. 32, No. 2, pp. 439-446, Apr. 2022
    10.13089/JKIISC.2022.32.2.439

    A Study on the Improvement of Source Code Static Analysis Using Machine Learning
    박양환, 최진영, Vol. 30, No. 6, pp. 1131-1139, Dec. 2020
    10.13089/JKIISC.2020.30.6.1131
    Keywords: Static Analysis, Secure Coding, Deep Learning, Convolutional Neural Networks(CNN), Static Analysis, Secure Coding, Deep Learning, Convolutional Neural Networks(CNN)

    A Study on the Development of a Tool to Support Classification of Strategic Items Using Deep Learning
    조재영, 윤지원, Vol. 30, No. 6, pp. 967-973, Dec. 2020
    10.13089/JKIISC.2020.30.6.967
    Keywords: Deep Learning, Classification, CNN, OCR, Dual-use Item, Deep Learning, Classification, CNN, OCR, Dual-use Item

    Implementation of Instruction-Level Disassembler Based on Power Consumption Traces Using CNN
    Daehyeon Bae, Jaecheol Ha, Vol. 30, No. 4, pp. 527-536, Aug. 2020
    10.13089/JKIISC.2020.30.4.527
    Keywords: Side-Channel Attack, power analysis, Deep Learning, Convolutional Neural Network(CNN), Disassembl, Side-Channel Attack, power analysis, Deep Learning, Convolutional Neural Network(CNN), Disassembl

    Detection of NoSQL Injection Attack in Non-Relational Database Using Convolutional Neural Network and Recurrent Neural Network
    Jeong-eun Seo, Jong-sub Moon, Vol. 30, No. 3, pp. 455-464, Jun. 2020
    10.13089/JKIISC.2020.30.3.455
    Keywords: NoSQL injection, Deep Learning, Convolutional Neural Network(CNN), Recurrent Neural Network(RNN)

    Classification of Non-Signature Multimedia Data Fragment File Types With Byte Averaging Gray-Scale
    윤현호, 김재헌, 조현수, 원종은, 김견우, 조재현, Vol. 30, No. 2, pp. 189-196, Apr. 2020
    10.13089/JKIISC.2020.30.2.189
    Keywords: CNN, Digital Forensics, Data Fragment Classification, CNN, Digital Forensics, Data Fragment Classification

    Data Mixing Augmentation Method for Improving Fake Fingerprint Detection Rate
    Weonjin Kim, Cheng-Bin Jin, Jinsong Liu, Hakil Kim, Vol. 27, No. 2, pp. 305-314, Apr. 2017
    10.13089/JKIISC.2017.27.2.305
    Keywords: fake fingerprint detection, data augmentation, CNN

    Fingerprint Liveness Detection Using Patch-Based Convolutional Neural Networks
    Eunsoo Park, Weonjin Kim, Qiongxiu Li, Jungmin Kim, Hakil Kim, Vol. 27, No. 1, pp. 39-48, Feb. 2017
    10.13089/JKIISC.2017.27.1.39
    Keywords: fingerprint liveness detection, CNN, fake fingerprint detection, presentation attack

    Fingerprint Liveness Detection and Visualization Using Convolutional Neural Networks Feature
    Weon-jin Kim, Qiong-xiu Li, Eun-soo Park, Jung-min Kim, Hak-il Kim, Vol. 26, No. 5, pp. 1259-1268, Oct. 2016
    10.13089/JKIISC.2016.26.5.1259
    Keywords: fingerprint liveness detection, CNN, Visualization

    Breaking character and natural image based CAPTCHA using feature classification
    Jaehwan Kim, Suah Kim, Hyoung Joong Kim, Vol. 25, No. 5, pp. 1011-1020, Oct. 2015
    10.13089/JKIISC.2015.25.5.1011
    Keywords: CAPTCHA, Breaking CAPTCHA, SVM, CNN, HSV color space

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