Incheol Shin

According to our database, Incheol Shin authored at least 26 papers between 2008 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2026

Q-ShiftDP: A Differentially Private Parameter-Shift Rule for Quantum Machine Learning.

Hoang M. Ngo, Nhat Hoang-Xuan, Quan Nguyen, Nguyen Do, Incheol Shin, My T. Thai

CoRR, February, 2026

Guaranteeing Privacy in Hybrid Quantum Learning through Theoretical Mechanisms.

Hoang M. Ngo, Tre' R. Jeter, Incheol Shin, Wanli Xing, Tamer Kahveci, My T. Thai

CoRR, February, 2026

CFD-YOLOv8: A Complex Farmland Obstacle Detection Method Based on Task-Aligned Detection Head and Receptive Field Attention.

Haolin Yang, Shengtian Zhang, Incheol Shin

IEEE Access, 2026

2025

Construction of an Intelligent Analysis System for Crop Health Status Based on Drone Remote Sensing Data and CNN.

Haolin Yang, Peilong Xu, Shengtian Zhang, Hyeonseok Kim, Incheol Shin

IEEE Access, 2025

Ship Formation and Route Optimization Design Based on Improved PSO and D-P Algorithm.

Peilong Xu, Dan Lan, Haolin Yang, Shengtian Zhang, Hyeonseok Kim, Incheol Shin

IEEE Access, 2025

2024

Preparation and Performance Analysis of Thin-Film Artificial Intelligence Transistors Based on Integration of Storage and Computing.

Peilong Xu, Incheol Shin

IEEE Access, 2024

2023

AptaTrans: a deep neural network for predicting aptamer-protein interaction using pretrained encoders.

Incheol Shin, Keumseok Kang, Juseong Kim, Sanghun Sel, Jeonghoon Choi, Jae-Wook Lee, Ho-Young Kang, Giltae Song

BMC Bioinform., December, 2023

2022

Aptamer- Protein Interaction Prediction using Transformer.

Incheol Shin, Giltae Song

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2020

Mal2d: 2d Based Deep Learning Model for Malware Detection Using Black and White Binary Image.

Minkyoung Cho, Jik-Soo Kim, Jongho Shin, Incheol Shin

IEICE Trans. Inf. Syst., 2020

2016

Optimal packet scan against malicious attacks in smart grids.

Subhankar Mishra, Thang N. Dinh, My T. Thai, Jungtaek Seo, Incheol Shin

Theor. Comput. Sci., 2016

2014

Replacing Cryptographic Keys in AMI Mesh Networks with Small Latency.

Incheol Shin, Jun Ho Huh, Sinkyu Kim, Jungtaek Seo

Mob. Networks Appl., 2014

Optimal Inspection Points for Malicious Attack Detection in Smart Grids.

Subhankar Mishra, Thang N. Dinh, My T. Thai, Incheol Shin

Proceedings of the Computing and Combinatorics - 20th International Conference, 2014

2013

Whitelisting for Critical IT-Based Infrastructure.

YoungHwa Jang, Incheol Shin, Byung-gil Min, Jungtaek Seo, MyungKeun Yoon

IEICE Trans. Commun., 2013

A distributed monitoring architecture for AMIs: minimizing the number of monitoring nodes and enabling collided packet recovery.

Incheol Shin, Jun Ho Huh, Yuseok Jeon, David M. Nicol

Proceedings of the SEGS'13, 2013

DLMS/COSEM security level enhancement to construct secure advanced metering infrastructure.

Jaeduck Choi, Incheol Shin

Proceedings of the SEGS'13, 2013

2012

On Trigger Detection against Reactive Jamming Attacks: A Localized Solution.

Incheol Shin, Sinkyu Kim, Jungtaek Seo

Proceedings of the Information Security Applications - 13th International Workshop, 2012

The Not-So-Smart Grid: Preliminary work on identifying vulnerabilities in ANSI C12.22.

Shehla S. Rana, Huaiyu Zhu, Cheol Won Lee, David M. Nicol, Incheol Shin

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

2011

A Novel Approach Against Reactive Jamming Attacks.

Incheol Shin, Yilin Shen, Ying Xuan, My T. Thai, Taieb Znati

Ad Hoc Sens. Wirel. Networks, 2011

2010

Detecting Application Denial-of-Service Attacks: A Group-Testing-Based Approach.

Ying Xuan, Incheol Shin, My T. Thai, Taieb Znati

IEEE Trans. Parallel Distributed Syst., 2010

On approximation of dominating tree in wireless sensor networks.

Incheol Shin, Yilin Shen, My T. Thai

Optim. Lett., 2010

Construction of Virtual Backbone with Multiple Factors Constraints in Wireless Ad-hoc Network.

Ning Zhang, Incheol Shin, Feng Zou, Weili Wu, My T. Thai

Ad Hoc Sens. Wirel. Networks, 2010

2009

Reactive jamming attacks in multi-radio wireless sensor networks: an efficient mitigating measure by identifying trigger nodes.

Incheol Shin, Yilin Shen, Ying Xuan, My Tra Thai, Taieb Znati

Proceedings of the 2nd ACM international workshop on Foundations of wireless ad hoc and sensor networking and computing, 2009

On trigger detection against reactive Jamming Attacks: A clique-independent set based approach.

Ying Xuan, Yilin Shen, Incheol Shin, My T. Thai

Proceedings of the 28th International Performance Computing and Communications Conference, 2009

2008

New Approximation for Minimum-Weight Routing Backbone in Wireless Sensor Network.

Ning Zhang, Incheol Shin, Bo Li, Cem Boyaci, Ravi Tiwari, My T. Thai

Proceedings of the Wireless Algorithms, 2008

Trade-off scheme for fault tolerant connected dominating sets on size and diameter.

Ning Zhang, Incheol Shin, Feng Zou, Weili Wu, My T. Thai

Proceedings of the 1st ACM International Workshop on Foundations of Wireless Ad Hoc and Sensor Networking and Computing, 2008

On Detection of Malicious Users Using Group Testing Techniques.

My T. Thai, Ying Xuan, Incheol Shin, Taieb Znati

Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008