J-KICS

Accelerating ResNet Inference on RNS-CKKS with Merged Bootstrapping

Soomin Park Eunsang Lee
Vol. 50, No. 11, pp. 1669-1678, Nov. 2025

10.7840/kics.2025.50.11.1669

Bootstrapping

Convolutional neural networks

homomorphic encryption

ResNet

CNN-Based Physical Layer Authentication against Impersonation Attacks

Hanol Oh Jihyeon Yoon Jihwan Moon Taehoon Kim Inkyu Bang

Vol. 50, No. 8, pp. 1172-1182, Aug. 2025

10.7840/kics.2025.50.8.1172

Physical Layer Authentication (PLA)

Convolutional Neural Network (CNN)

Impersonation attack

Channel State Information (CSI)

IQ imbalance

Mask-Based Selective Downsampling in Convolutional Neural Networks

Chulyoung Kwak Saewoong Bahk
Vol. 50, No. 5, pp. 722-724, May 2025

10.7840/kics.2025.50.5.722

Down sampling

Convolutional Neural Network

Signal processing

Suppressing the Acoustic Effects of UAV Propellers through Deep Learning-Based Active Noise Cancellation

Faisal Ayub Khan Soo Young Shin
Vol. 50, No. 4, pp. 535-548, Apr. 2025

10.7840/kics.2025.50.4.535

Deep Learning

Unmanned Aerial Vehicles (UAVs)

Convolutional Neural Network (CNN)

Adaptive ANC

Neural Network (NN)

Real-time Noise Mapping

Implementation of Modulation and Channel Coding Recognition Using CNN and Protocol Reverse Engineering Simulation in Blind Communication Environment

Hyunwoo Cho Myoungho Chae Wansu Lim
Vol. 49, No. 11, pp. 1644-1657, Nov. 2024

10.7840/kics.2024.49.11.1644

Modulation recognition

channel coding recognition

Convolutional Neural Network (CNN)

protocol reverse engineering

blind communication

A Convolutional Neural Network Combined with Local Binary Pattern and Self-Attention Mechanism based on MC4L Device for Indoor Positioning

Nan Yin Zhengyang Zou Yuxiang Sun Jaesoo Kim
Vol. 49, No. 6, pp. 883-892, Jun. 2024

10.7840/kics.2024.49.6.883

local binary pattern

Convolutional neural networks

Self-attention mechanism

Stock Price Prediction Methodology Using Shallow Convolutional Neural Network

Young-Jin Cho Eui-Yeon Kim Hong-Gi Shin Yong-Hoon Choi
Vol. 48, No. 6, pp. 751-754, Jun. 2023

10.7840/kics.2023.48.6.751

trend

seasonality

Convolutional Neural Network (CNN)

box plot

Stock Price Prediction

Multi-Label Classification of CNN-Based HTTPS Traffic by Service and Application Level

BoseonKim Jung-WooChoi Jee-TaePark Ui-JunBaek Myung-SupKim

Vol. 48, No. 5, pp. 581-588, May 2023

10.7840/kics.2023.48.5.581

Traffic Classification

HTTPS Traffic Classification

application

Traffic Classification

Convolutional Neural Network

Multi-label classification

Real-Time Tunnel Abnormal Sound Detection Algorithm Using Convolutional Neural Networks

Juyoung Lee Chunkyun Park Hyunjoong Kim
Vol. 48, No. 2, pp. 150-161, Feb. 2023

10.7840/kics.2023.48.2.150

Convolutional neural networks

Acoustic-based Accident Detection System (AADS)

Real-time Accident Detection System

Workspace Classification Model for Manufacturing Using Deep Learning-Based Scene Recognition

Jeong Su Kim Dong Myung Lee
Vol. 47, No. 6, pp. 855-861, Jun. 2022

10.7840/kics.2022.47.6.855

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Accelerating ResNet Inference on RNS-CKKS with Merged Bootstrapping

CNN-Based Physical Layer Authentication against Impersonation Attacks

Mask-Based Selective Downsampling in Convolutional Neural Networks

Suppressing the Acoustic Effects of UAV Propellers through Deep Learning-Based Active Noise Cancellation

Implementation of Modulation and Channel Coding Recognition Using CNN and Protocol Reverse Engineering Simulation in Blind Communication Environment

A Convolutional Neural Network Combined with Local Binary Pattern and Self-Attention Mechanism based on MC4L Device for Indoor Positioning

Stock Price Prediction Methodology Using Shallow Convolutional Neural Network

Multi-Label Classification of CNN-Based HTTPS Traffic by Service and Application Level

Real-Time Tunnel Abnormal Sound Detection Algorithm Using Convolutional Neural Networks

Workspace Classification Model for Manufacturing Using Deep Learning-Based Scene Recognition

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