JICS

Digital Library

Search: "[ keyword: TAC ]" (42)

1. Enhancing Autonomous Vehicle RADAR Performance Prediction Model Using Stacking Ensemble

Si-yeon Jang, Hye-lim Choi, Yun-ju Oh, Vol. 25, No. 2, pp. 21-28, Apr. 2024
10.7472/jksii.2024.25.2.21
Keywords: Automonous driving, Performance prediction, Radar, Stacking Ensemble
2. 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
3. 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
4. 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
5. 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
6. 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
7. 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
8. 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
9. 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
10. 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)

Start
1
2
3
4
5