4. Samaneh Shamshiri and Insoo Sohn, "Deep Neural Network Topology Optimization Against Neural Attacks, " Expert Systems with Applications, accepted
3. Masoumeh Mohammadi and Insoo Sohn, "Adversarial Defense for Battery State-of-Health Prediction Models, " ICT Express, vol. 11, no. 3, pp. 436-441, June 2025
2. Mitra Pooyandeh, Huaping Liu, and Insoo Sohn, "Cybersecurity in Digital Twins of Electric Vehicle’s LIBs: Unveiling a Robust TTB-GA Attack and Defense Method, " IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 4, pp. 5360-5381, April 2025
1. Samaneh Shamshiri, Huaping Liu, and Insoo Sohn, "Adversarial Robust Image Processing in Medical Digital Twin, " Information Fusion, vol. 115, March 2025, 102728
5. Masoumeh Mohammadi and Insoo Sohn, "AI based Energy Harvesting Security Methods: A Survey, " ICT Express, vol. 9, no. 6, pp. 1198-1208, Dec. 2023
4. Mitra Pooyandeh and Insoo Sohn, "Smart Lithium-ion Battery Monitoring in Electric Vehicles: AI Empowered Digital Twin Approach, " Mathematics, vol. 11, no. 23, Dec. 2023
3. Samaneh Shamshiri, Ki Jin Han, and Insoo Sohn, "DB-COVIDNet: A Defense Method against Backdoor Attacks, " Mathematics, vol. 11, no. 20, Oct. 2023
2. Sara Kaviani, Samaneh Shamshiri, and Insoo Sohn, "A Defense Method Against Backdoor Attacks on Neural Networks, " Expert Systems with Applications, vol. 213, March 2023, 118990
1. Daewon Chung and Insoo Sohn, "Neural Network Optimization based on Complex Network Theory: A Survey, " Mathematics, vol. 11, no. 2, Jan. 2023
3. Mitra Pooyandeh, Ki Jin Han, Insoo Sohn, "Cybersecurity in the AI-Based Metaverse: A Survey, "Applied Sciences, vol. 12, no. 24, Dec. 2022
2. Samaneh Shamshiri and Insoo Sohn, "Security Methods for AI based COVID-19 Analysis System: A Survey, " ICT Express, vol. 8, no. 4, pp. 555-562, 2022
1. Sara Kaviani, Ki Jin Han, and Insoo Sohn, "Adversarial Attacks and Defenses on AI in Medical Imaging Informatics: A Survey, " Expert Systems with Applications, vol. 198, July 2022, 116815
5. Mitra Pooyandeh and Insoo Sohn , "Edge Network Optimization Based on AI Techniques: A Survey," Electronics, 2021
4. Sara Kaviani and Insoo Sohn "Application of Complex Systems Topologies in Artificial Neural Networks Optimization: An Overview," Expert Systems with Applications, Vol. 167, Oct. 2021, 115073
3. Sara Kaviani and Insoo Sohn, "Study of Scale-free Structures in Feed-forward Neural Networks against Backdoor Attacks, " ICT Express, vol. 7, no. 2, pp. 265-268, 2021
2. Insoo Sohn, "Deep Belief Network based Intrusion Detection Techniques: A Survey, " Expert Systems With Applications, vol. 167, April 2021, 114170
1. Sara Kaviani and Insoo Sohn, "Defense Against Trojan Attacks: A Survey, " Neurocomputing, vol. 423, pp. 651-667, Jan. 2021
2020
1. Sara Kaviani and Insoo Sohn, "Influence of Random Topology in Artificial Neural Networks: A Survey, " ICT Express, vol. 6, no. 2, pp. 145-150, 2020
2019
2. Insoo Sohn , "Robustness Enhancement of Complex Networks via No-Regret Learning," ICT Express, vol. 5, no. 3, pp. 163-166, 2019
1. Insoo Sohn , "A Robust Complex Network Generation Method based on Neural Networks," Physica A: Statistical Mechanics and its Applications, vol. 523, pp. 593-601, 2019
2017
2. Ye Hoon Lee and Insoo Sohn , "Reconstructing Damaged Complex Networks based on Neural Networks," Symmetry, 2017
1. Insoo Sohn , "Small-world and Scale-free Network Models for IoT Systems," Mobile Information Systems, 2017
2016
1. Insoo Sohn , "New SLM Scheme to Reduce the PAPR of OFDM Signals using a Genetic Algorithm," ICT Express, vol. 2, no. 2, pp. 63-66, 2016
2015
4. Insoo Sohn and Sung Chul Kim, "Neural Network based Simplified Clipping and Filtering Technique for PAPR Reduction of OFDM Signals," IEEE Communications Letters, vol. 19, no. 8, pp. 1438-14418, 2015
3. Insoo Sohn, Huaping Liu, and Nirwan Ansari, " Optimizing Cellular Networks enabled with Renewal Energy via Strategic Learning," PLoS ONE, vol. 10, no. 7, 2015
2. Insoo Sohn , "Access Point Selection Game with Mobile Users using Correlated Equilibrium," PLoS ONE, vol. 10, no. 3, 2015
1. Insoo Sohn , "Indoor Localization based on Multiple Neural Networks,"Journal of Institute of Control, Robotics and Systems, vol. 21, no. 4, pp. 378-384, 2015
2014
1. Insoo Sohn , "A low complexity PAPR reduction scheme for OFDM systems via neural networks," IEEE Communications Letters, vol. 18, no. 2, pp. 225-228, 2014
2010
1. Sung Chul Kim and Insoo Sohn, "Simulation of Energy Conversion Efficiency of a Solar Cell with Gratings," Journal of the Optical Society of Korea, vol. 14, no. 2, pp. 142-145, June 2010
2007
1. Insoo Sohn , "RBF Neural Network Based SLM Peak-to-Average Power Ratio Reduction in OFDM Systems," ETRI Journal, vol. 29, no. 3, pp. 402-404, June 2007
2004
1. Insoo Sohn and Jae Young Ahn, "Joint Processing of Zero Forcing Detection and MAP Decoding for a MIMO-OFDM System," ETRI Journal, vol. 26, no. 5, pp. 384-390, Oct. 2004
2003
1. Insoo Sohn, "Space Frequency Block Coded Turbo-ZF Detection for MIMO-OFDM Systems," Electronics Letters, vol. 39, no. 21, pp. 1557-1558, Oct. 2003
2000
1. Insoo Sohn and Someshwar C. Gupta, "Differentially Coherent Blind Adaptive Receiver for Rayleigh Fading CDMA Channels," Wireless Personal Communications, vol. 15, pp. 11-29, October 2000
1999
1. Insoo Sohn and Someshwar C. Gupta, "Adaptive Multiuser Detection Based on RBF Networks in Impulsive Noise CDMA Channels," International Journal of Wireless Information Networks, vol. 6, no. 2, pp. 59-66, Sept.-Oct. 1999
1998
1. Insoo Sohn and Nirwan Ansari, "On Configuring RBF Neural Networks," Electronics Letters, vol. 34, no. 7, pp. 684-685, April 1998