Digital Library

1. 41. 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
2. 42. 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
3. 43. 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
4. 44. 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
5. 45. 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
6. 46. 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)
7. 47. 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
8. 48. A Study on Defense and Attack Model for Cyber Command Control System based Cyber Kill Chain
   Jung-Sik Lee, Sung-Young Cho, Heang-Rok Oh, Myung-Mook Han, Vol. 22, No. 1, pp. 41-50, Feb. 2021
   10.7472/jksii.2021.22.1.41
   Keywords: Cyber Command Control System, Cyber Kill Chain Model, Defense Model, attack model, threat classification/analysis/prediction framework
9. 49. A Profiling Case Study to Phishing Mail Attack Group
   Jae-il Lee, Yong-joon Lee, Hyuk-jin Kwon, Vol. 21, No. 2, pp. 91-97, Apr. 2020
   10.7472/jksii.2020.21.2.91
   Keywords: Phishing mail, hacking, Cyber Attack Group, Profiling
10. 50. The attacker group feature extraction framework : Authorship Clustering based on Genetic Algorithm for Malware Authorship Group Identification
    Gun-Yoon Shin, Dong-Wook Kim, Myung-Mook Han, Vol. 21, No. 2, pp. 1-8, Apr. 2020
    10.7472/jksii.2020.21.2.1
    Keywords: Authorship Attribution, Attacker Group, genetic algorithm, Malware, Authorship Clustering