Jin Kwak

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 33

Top Topics

Intrusion Detection

Anomaly Detection

Financial Services

Copyright Infringement

Top Venues

KSII Trans. Internet Inf. Syst.

Multim. Tools Appl.

Int. J. Distributed Sens. Networks

Publications

Lelisa Adeba Jilcha, Deuk-Hun Kim, Jin Kwak
SaRLog: Semantic-Aware Robust Log Anomaly Detection via BERT-Augmented Contrastive Learning. IEEE Internet Things J. 11 (13) (2024)
In-Su Jung, Yu-Rae Song, Lelisa Adeba Jilcha, Deuk-Hun Kim, Sun-Young Im, Shin-Woo Shim, Young-Hwan Kim, Jin Kwak
Enhanced Encrypted Traffic Analysis Leveraging Graph Neural Networks and Optimized Feature Dimensionality Reduction. Symmetry 16 (6) (2024)
Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection. IEEE Access 11 (2023)
Minkyung Lee, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak
Blended threat prediction based on knowledge graph embedding in the IoBE. ICT Express 9 (5) (2023)
Lelisa Adeba Jilcha, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak
Network Intrusion Detection in Internet of Blended Environment Using Ensemble of Heterogeneous Autoencoders (E-HAE). Comput. Syst. Sci. Eng. 46 (3) (2023)
Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CSCWD (2023)
Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset. J. Big Data 10 (1) (2023)
Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
Generative Adversarial Networks for Malware Detection: a Survey. CoRR (2023)
Deukhun Kim, Heejin Kim, Jin Kwak
Secure e-Prescription Management System: Mitigating Blended Threat in IoBE. Comput. Syst. Sci. Eng. 44 (3) (2023)
Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina, Jin Kwak
Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier. Comput. 11 (6) (2022)
Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak
IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset. CoRR (2022)
Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CoRR (2022)
Eui-Jin Kim, Deuk-Hun Kim, Jin Kwak
Improved Piracy Site Detection Technique using Search Engine. KSII Trans. Internet Inf. Syst. 16 (7) (2022)
Eui-Jin Kim, Jin Kwak
Intelligent Piracy Site Detection Technique with High Accuracy. KSII Trans. Internet Inf. Syst. 15 (1) (2021)
Man Yong Choi, Jin Kwak
Rationalization of Network Segregation for Continuity of Financial Services Following COVID-19. KSII Trans. Internet Inf. Syst. 15 (11) (2021)
Dongsik Son, Seungpyo Huh, Taejin Lee, Jin Kwak
Internet of things system technologies based on quality of experience. Peer-to-Peer Netw. Appl. 13 (2) (2020)
Ju-Seong Ko, Jin Kwak
Private Key Recovery on Bitcoin with Duplicated Signatures. KSII Trans. Internet Inf. Syst. 14 (3) (2020)
SeulKi Choi, Jin Kwak
Feature Analysis and Detection Techniques for Piracy Sites. KSII Trans. Internet Inf. Syst. 14 (5) (2020)
Won-il Bae, Jin Kwak
Smart card-based secure authentication protocol in multi-server IoT environment. Multim. Tools Appl. 79 (23-24) (2020)
Hae Seon Jeong, Jin Kwak
Automated Detection Technique for Suspected Copyright Infringement Sites. KSII Trans. Internet Inf. Syst. 14 (12) (2020)
Jaehan Jeong, SungMoon Kwon, Man-Pyo Hong, Jin Kwak, Taeshik Shon
Adversarial attack-based security vulnerability verification using deep learning library for multimedia video surveillance. Multim. Tools Appl. 79 (23-24) (2020)
Jun-Ho Hwang, Jin Kwak, Taejin Lee
Fast k-NN based Malware Analysis in a Massive Malware Environment. KSII Trans. Internet Inf. Syst. 13 (12) (2019)
Ju-Seong Ko, Jeong-Seok Jo, Deuk-Hun Kim, SeulKi Choi, Jin Kwak
Real Time Android Ransomware Detection by Analyzed Android Applications. ICEIC (2019)
SeulKi Choi, TaeJin Lee, Jin Kwak
A Study on Analysis of Malicious Code Behavior Information for Predicting Security Threats in New Environments. KSII Trans. Internet Inf. Syst. 13 (3) (2019)
Dongsik Sohn, TaeJin Lee, Jin Kwak
On-line Shared Platform Evaluation Framework for Advanced Persistent Threats. KSII Trans. Internet Inf. Syst. 13 (5) (2019)
TaeJin Lee, Bomin Choi, Youngsang Shin, Jin Kwak
Automatic malware mutant detection and group classification based on the n-gram and clustering coefficient. J. Supercomput. 74 (8) (2018)
TaeJin Lee, Jin Kwak
EMICS: E-mail based Malware Infected IP Collection System. KSII Trans. Internet Inf. Syst. 12 (6) (2018)
SeulKi Choi, Chung-Huang Yang, Jin Kwak
System Hardening and Security Monitoring for IoT Devices to Mitigate IoT Security Vulnerabilities and Threats. KSII Trans. Internet Inf. Syst. 12 (2) (2018)
Deuk-Hun Kim, Jin Kwak
A Framework for Preventing Illegitimate e-Prescribing Practices. CSA/CUTE (2017)
TaeJin Lee, Jin Kwak
Effective and Reliable Malware Group Classification for a Massive Malware Environment. Int. J. Distributed Sens. Networks 12 (5) (2016)
Seong Ho Choi, Jin Kwak
Enhanced SDIoT Security Framework Models. Int. J. Distributed Sens. Networks 12 (5) (2016)
Seung-hwan Ju, Hee Suk Seo, Jin Kwak
Research on android malware permission pattern using permission monitoring system. Multim. Tools Appl. 75 (22) (2016)
Jun-Sub Kim, Jin Kwak
Design of USIM-based secure user authentication scheme in a mobile office environment. Multim. Tools Appl. 75 (22) (2016)
Yu-Jong Jang, Jin Kwak
Digital forensics investigation methodology applicable for social network services. Multim. Tools Appl. 74 (14) (2015)
Ho-Seok Ryu, Jin Kwak
Secure Data Access Control Scheme for Smart Home. CSA/CUTE (2015)
Seong Ho Choi, Jin Kwak
Secure Framework for Software Defined Based Internet of Things. CSA/CUTE (2015)
Dongwoo Kim, Jin Kwak, Jae-Cheol Ryou
DWroidDump: Executable Code Extraction from Android Applications for Malware Analysis. Int. J. Distributed Sens. Networks 11 (2015)
TaeJin Lee, Hesun Cho, Haeryong Park, Jin Kwak
Detection of Malware Propagation in Sensor Node and Botnet Group Clustering Based on E-mail Spam Analysis. Int. J. Distributed Sens. Networks 11 (2015)
Yun Sang Byun, Jin Kwak
Context Aware Based Access Control Model in Cloud Data Center Environment. FCC (2014)
Woong Go, Jin Kwak
Two-Dimensional Key Table-Based Group Key Distribution in Advanced Metering Infrastructure. J. Appl. Math. 2014 (2014)
Jun-Sub Kim, Jin Kwak
Secure and Efficient User Authentication Scheme in Ubiquitous Wireless Sensor Networks. Int. J. Distributed Sens. Networks 10 (2014)
Woong Go, Kwang-Woo Lee, Jin Kwak
Construction of a secure two-factor user authentication system using fingerprint information and password. J. Intell. Manuf. 25 (2) (2014)
Yukyeong Wi, Jin Kwak
Secure data management scheme in the cloud data center. Int. J. Adv. Media Commun. 5 (2/3) (2014)
Yu-Jong Jang, Jin Kwak
Social Network Service Real Time Data Analysis Process Research. FCC (2014)
Woon-hae Jeong, Se-jun Kim, Doo-Soon Park, Jin Kwak
Performance Improvement of a Movie Recommendation System based on Personal Propensity and Secure Collaborative Filtering. J. Inf. Process. Syst. 9 (1) (2013)
Woong Go, SeulKi Choi, Jin Kwak
Privacy Protection Based Secure Data Transaction Protocol for Smart Sensor Meter in Smart Grid. Int. J. Distributed Sens. Networks 9 (2013)
Hyeong-Ju Kang, Hee Suk Seo, Jin Kwak
Area-efficient convolutional deinterleaver for mobile TV receiver. ACM Trans. Embed. Comput. Syst. 12 (2) (2013)
Sung-Min Jung, Tae-Kyung Kim, Hee Suk Seo, Seung-Jae Lee, Jin Kwak
The prediction of network efficiency in the smart grid. Electron. Commer. Res. 13 (3) (2013)
Jun-Sub Kim, Jin Kwak
Secure and Efficient Anonymous Authentication Scheme in Global Mobility Networks. J. Appl. Math. 2013 (2013)
Soo-Young Kang, Jong Hyuk Park, Muhammad Khurram Khan, Jin Kwak
Study on the common criteria methodology for secure ubiquitous environment construction. J. Intell. Manuf. 23 (4) (2012)
Jin Myoung Kim, Hee Suk Seo, Jin Kwak
Routing Protocol for Heterogeneous Hierarchical Wireless Multimedia Sensor Networks. Wirel. Pers. Commun. 60 (3) (2011)
Wan S. Yi, Woong Go, Soo-kyun Kim, Dongho Won, Jin Kwak
Fingerprint Based Secure Authentication Protocol using OTP in e-Banking. Security and Management (2009)
Tae-Kyung Kim, Jong Hyuk Park, Sang-Soo Yeo, Hee Suk Seo, Jin Kwak
Job partition and allocation using the prediction model in non-dedicated heterogeneous wireless network environments. IET Commun. 3 (5) (2009)
Wan S. Yi, Dongbum Lee, Sang-Soo Yeo, Dongho Won, Jin Kwak
Security and Efficiency Analyses of Security Mechanisms in e-Passport Systems. Security and Management (2009)
Youngsook Lee, Junghyun Nam, Jin Kwak, Dongho Won
Password-Only Authenticated Key Exchange Between Two Agents in the Four-Party Setting. KES-AMSTA (2007)
Sang-Soo Yeo, Kouichi Sakurai, Jin Kwak
A Practical Proxy Device for Protecting RFID Tag's Identifier. BLISS (2007)
Junghyun Nam, Juryon Paik, Youngsook Lee, Jin Kwak, Ung-Mo Kim, Dongho Won
Infringing Key Authentication of an ID-Based Group Key Exchange Protocol Using Binary Key Trees. KES (1) (2007)
Namje Park, Jin Kwak, Seungjoo Kim, Dongho Won, Howon Kim
WIPI Mobile Platform with Secure Service for Mobile RFID Network Environment. APWeb Workshops (2006)
Jin Kwak, Keunwoo Rhee, Namje Park, Howon Kim, Seungjoo Kim, Kouichi Sakurai, Dongho Won
An RFID System Based MCLT System with Improved Privacy. EUC Workshops (2006)
He Zheng, Jin Kwak, Kyungho Son, Wansuk Lee, Seungjoo Kim, Dongho Won
Confidence Value Based Multi Levels of Authentication for Ubiquitous Computing Environments. ICCSA (2) (2006)
Namje Park, Jin Kwak, Seungjoo Kim, Dongho Won, Howon Kim
Security Techniques Based on EPC Gen2 Tag for Secure Mobile RFID Network Services. KES (1) (2006)
Keunwoo Rhee, Jin Kwak, Wan S. Yi, Chanho Park, Sangjoon Park, Hyungkyu Yang, Seungjoo Kim, Dongho Won
Efficient RFID Authentication Protocol for Minimizing RFID Tag Computation. ICHIT (2006)
Jin Kwak, Keunwoo Rhee, Soohyun Oh, Seungjoo Kim, Dongho Won
RFID System with Fairness Within the Framework of Security and Privacy. ESAS (2005)
Keunwoo Rhee, Jin Kwak, Seungjoo Kim, Dongho Won
Challenge-Response Based RFID Authentication Protocol for Distributed Database Environment. SPC (2005)
Jin Kwak, Jongsu Han, Soohyun Oh, Dongho Won
Security Enhanced WTLS Handshake Protocol. ICCSA (3) (2004)
Jin Kwak, Soohyun Oh, Dongho Won
Efficient Key Distribution Protocol for Electronic Commerce in Mobile Communications. PARA (2004)
Jeeyeon Kim, Seungjoo Kim, Jin Kwak, Dongho Won
Cryptanalysis and Improvement of Password Authenticated Key Exchange Scheme between Clients with Different Passwords. ICCSA (1) (2004)
Soohyun Oh, Jin Kwak, Dongho Won
An Efficient Hybrid Cryptosystem Providing Authentication for Sender?S Identity. ICOIN (2003)
Soohyun Oh, Jin Kwak, Seungwoo Lee, Dongho Won
Security Analysis and Applications of Standard Key Agreement Protocols. ICCSA (2) (2003)