Digital Library

1. 31. Effective Adversarial Training by Adaptive Selection of Loss Function in Federated Learning
   Suchul Lee, Vol. 25, No. 2, pp. 1-9, Apr. 2024
   10.7472/jksii.2024.25.2.1
   Keywords: Federated learning, adversarial attacks, adversarial training, trade-off relationship
2. 32. A Study on the Automation of Fish Species Identification and Body Length Measurement System
   Seung-Beom Kang, Seung-Gyu Kim, Sae-Yong Park, Tae-ho Im, Vol. 25, No. 1, pp. 17-27, Feb. 2024
   10.7472/jksii.2024.25.1.17
   Keywords: TAC, Fish Species Identification, Body Length Measurement
3. 33. A Study on Intelligent Self-Recovery Technologies for Cyber Assets to Actively Respond to Cyberattacks
   Se-ho Choi, Hang-sup Lim, Jung-young Choi, Oh-jin Kwon, Dong-kyoo Shin, Vol. 24, No. 6, pp. 137-144, Dec. 2023
   10.7472/jksii.2023.24.6.137
   Keywords: Cyberattack technology, Cyber Assets, Minimize Downtime, Intelligent Self-Recovery Technology
4. 34. A Study on Effective Adversarial Attack Creation for Robustness Improvement of AI Models
   Si-on Jeong, Tae-hyun Han, Seung-bum Lim, Tae-jin Lee, Vol. 24, No. 4, pp. 25-36, Aug. 2023
   10.7472/jksii.2023.24.4.25
   Keywords: Artificial intelligence, robustness, Adversarial attack
5. 35. Cyber attack group classification based on MITRE ATT&CK model
   Chang-hee Choi, Chan-ho Shin, Sung-uk Shin, Vol. 23, No. 6, pp. 1-13, Dec. 2022
   10.7472/jksii.2022.23.6.1
   Keywords: Cyber Attack, attack group similarity, attack group classification, APT, MITRE ATT&CK
6. 36. Anomaly detection and attack type classification mechanism using Extra Tree and ANN
   Min-Gyu Kim, Myung-Mook Han, Vol. 23, No. 5, pp. 79-85, Oct. 2022
   10.7472/jksii.2022.23.5.79
   Keywords: Extreme Random Forest, Artificial neural network, Anomaly Detection, Anomaly Detection and Attack type Classification, Network intrusion detection
7. 37. A study on machine learning-based defense system proposal through web shell collection and analysis
   Ki-hwan Kim, Yong-tae Shin, Vol. 23, No. 4, pp. 87-94, Aug. 2022
   10.7472/jksii.2022.23.4.87
   Keywords: Web Service, WebShell attack, Machine Learning, WebShell collection and analysis, Defense System
8. 38. Proposal of Hostile Command Attack Method Using Audible Frequency Band for Smart Speaker
   Tae-jun Park, Jongsub Moon, Vol. 23, No. 4, pp. 1-9, Aug. 2022
   10.7472/jksii.2022.23.4.1
   Keywords: DolphinAttack, Smart speaker, Voice Controllable System, Speaker Recognition
9. 39. Development of The Safe Driving Reward System for Truck Digital Tachograph using Hyperledger Fabric
   Yong-bae Kim, Juyong Back, Jongweon Kim, Vol. 23, No. 3, pp. 47-56, Jun. 2022
   10.7472/jksii.2022.23.3.47
   Keywords: Blockchain, DTG(Digital Tacho-Graph), Hyperledger Fabric, lightweight blockchain, Random Seed, SDRS(Safe Driving Reward System), SDCN(Safe Driving Channel Network), SDRCN(Safe Driving Reward Channel Network)
10. 40. Application of Discrete Wavelet Transforms to Identify Unknown Attacks in Anomaly Detection Analysis
    Dong-Wook Kim, Gun-Yoon Shin, Ji-Young Yun, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 3, pp. 45-52, Jun. 2021
    10.7472/jksii.2021.22.3.45
    Keywords: Unknown Attack, Discrete wavelet transform, Anomaly Detection, One-class SVM