Publications

International Journal 

1. Fan-Hsun Tseng,  Jiang-Yi Zeng, Min-Yan Tsai, Gwanggil Jeon and Hsin-Hung Cho*, "Carbon-Aware Adversarial Detection in IIoT via Projection Transform," accepted for publication in IEEE Internet of Things Journal, 2025. (SCI) 

2. Hsin-Hung Cho, Shih-Yeh Chen, Pei-Hsuan Lan and Chin-Feng Lai,"Leveraging Human-Centered AI in Interactive English Education for Generating Learning Materials," accepted for publication in Enterprise Information Systems (EIS), 2025. (SCI) [link] 

3. Min-Yan Tsai , Hsin-Hung Cho*, Chia-Mu Yu , Yao-Chung Chang and Han-Chieh Chao, "Effective Adversarial Examples Identification of Credit Card Transactions," IEEE Intelligent Systems, Vol. 39 Issue: 4, pp. 50-59, 2024. (SCI) (Corresponding author) [link] 

4. Fan-Hsun Tseng, Jiang-Yi Zeng, Chi-Yuan Chen and Hsin-Hung Cho*, "Effective Adversarial Examples Detection Improves Screw Detection in Dust Pollution within Industry System," IEEE Transactions on Consumer Electronics, Vol. 70 Issue: 1, pp. 1963 - 1971, 2024. (SCI) [link] 

5. Hsin-Hung Cho, Min-Yan Tsai, Jiang-Yi Zeng, Chia-Mu Yu, Han-Chieh Chao, and Ilsun You,"LDoS Attacks Detection for ICPS NB-IoTs Environment via SE-based CNN," IEEE Systems Journal,, vol. 17, issue 4, pp. 5280 - 5291, 2023. [link]

6. Fan-Hsun Tseng, Jiang-Yi Zeng, Hsin-Hung Cho, Kuo-Hui Yeh and Chi-Yuan Chen, "Detecting Adversarial Examples of Fake News via the Neurons Activation State," IEEE Transactions on Computational Social Systems (TCSS), Vol. 11, No. 4, pp. 5199-5209, 2024. (SCI)[link]

7. Chi-Yuan Chen, Hsin-Hung Cho, Min-Yan Tsai, Augustine Ho Hann Sii and Han-Chieh Chao, "Detecting LDoS in NB-IoTs by using Metaheuristic-based CNN," International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), vol. 37, no.2, pp. 74-84, 2021.(SCI)[link]

8. Hsin-Hung Cho, Min-Yan Tsai, Fan-Hsun Tseng, Hsin-Te Wu and Chi-Yuan Chen, "Improving Randomness of Symmetric Encryption for Consumer Privacy using Metaheuristic-based Framework," IEEE Consumer Electronics Magazine, vol.2, issue 1, pp. 42-49, 2021. (SCI)[link]

9. Min-Yan Tsai and Hsin-Hung Cho*, "A High Security Symmetric Key Generation by using Genetic Algorithm based on A Novel Similarity Model," Mobile Networks and Applications, https://doi.org/10.1007/s11036-021-01753-1, no. 26, pp. 1386–1396, April 2021. (SCI)[link] 

Domestic Journal

1. Min-Yan Tsai, Augustine Sii Ho Hann and Hsin-Hung Cho*, "Low-Rate Denial-of-Service detection based on Convolutional Neural Network," Communications of the CCISA, vol. 26, no. 3 , pp. 51-62, Aug. 2020.(in Chinese)  [link] (Corresponding author)

International Conference Paper 

1. Yen-Chia Kuo, Jiang-Yi Zeng, Min-Yan Tsai, Fan-Hsun Tseng, Chi-Yuan Chen, Shih-Yun Huang and Hsin-Hung Cho, "A Novel Strategy for Difficulty Estimation in the Guitar Fingering Problem,"The 15th International Conference on Computer Science and its Applications (CSA 2024), Dec 18-20, Pattaya, Thailand, 2024.

2. Wei-Kai Lai, Hsin-Hung Cho, Fan-Hsun Tseng, Chi-Yuan Chen and Jiang-Yi Zeng, "Forced Breeding Evolution for Numerical Optimization," IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC2024), Borneo Convention Centre Kuching, Sarawak, Malaysia 6 - 10 October 2024.

3. Ming-Xuan Huang, Hsin-Hung Cho, Chi-Yuan Chen, Fan-Hsun Tseng and Wei-Ming Chen, "Precise 5G Traffic Forecasting by Using Search-Economics Algorithm to Fine-Tune the GRU Weights," The 15th International Conference on Computer Science and its Applications (CSA 2023) Dec 18-20, Nha Trang, Vietnam, 2023. 

4. Min-Yan Tsai, Guo-Yu Lin, Jiang-Yi Zeng, Chia-Mu Yu, Chi-Yuan Chen and Hsin-Hung Cho, "Genetic Algorithm-based Fair Order Assignment Optimization of Food Delivery Platform," 14th EAI International Conference on Bio-inspired Information and Communications Technologies (BICT 2023), April 11-12, 2023 Okinawa, Japan. [link]

5. Jiang-Yi Zeng, Chi-Yuan Chen and Hsin-Hung Cho, "Detection of Adversarial Examples based on the Neurons Distribution," 17th International Conference on Information Security Practice and Experience (ISPEC 2022), Taipei, Taiwan, Nov. 23-25, 2022. [link]

6. Jiang-Yi Zeng, Li-En Chang, Hsin-Hung Cho, Chi-Yuan Chen, Han-Chieh Chao and Kuo-Hui Yeh, "Using Poisson Distribution to Enhance CNN-based NB-IoT LDoS Attack Detection," 5th IEEE Conference on Dependable and Secure Computing (IEEE DSC 2022), Edinburgh, UK, 22–24 June, 2022. [link] 

7. Min-Yan Tsai and Hsin-Hung Cho, "Differential-Evolution-based Weights Fine Tuning Mechanism for GRU to Predict 5G Traffic Flow," International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2021), Hualien,Taiwan, November 16-19, 2021. [link] 

8. Min-Yan Tsai, Chi-Yuan Chen, Hsin-Hung Cho and Whai-En Chen, "Weights Fine Tuning of Convolutional Neural Network based on Simulated Annealing Algorithm," ACM International Conference on Intelligent Computing and Its Emerging Applications (ICEA 2020), Gangwon, Republic of Korea December 12-15, 2020. [Best Paper Silver  Award]

9. Min-Yan Tsai, Hsin-Hung Cho, Chi-Yuan Chen and Wei-Min Chen, "A Novel Genetic Algorithm-based DES Key Generation Scheme," 12th EAI International Conference on Bio-inspired Information and Communications Technologies (BICT 2020), July 7-8, 2020 Shanghai, China.(EI)[link]

Domestic Conference Paper

1. 陳孟澤, 張亦堯, 郭晏嘉, 林煒峰, 卓信宏 , "基於基因演算法之臉部化妝對抗樣本生成 ," 2025雲端及服務計算研討會議, Taipei, Taiwan, July. 3-4, 2025. [Best Paper Award]

2. 蔡旻諺 、郭晏嘉、曾江毅、 卓信宏、江玉麒, "超高音速滑翔飛行器軌跡生成與優化之探討與研究," 第 33 屆國防科技學術研討會, Nov. 2024. 

3. 范竣傑、曾江毅、蔡旻諺、郭晏嘉、賴濰凱、卓信宏、陳麒元, "使用基因演算法生成的指紋對抗性樣本," 第二十二屆離島資訊技術與應用研討會 (ITAOI 2024), May 24-26, 2024.

4. 陳瑩, 卓信宏, "透過提示工程優化自然語言處理的卡車客服架構,"  第二十九屆臺灣網際網路研討會 (TANET2024), Taipei, Taiwan, Oct. 24-26, 2024. 

5. 黃明瑄, 林郁芷, 林宸安, 陳鼎翔, 陳昱安, 卓信宏, "智慧樂曲生成框架之設計與實現,"  第二十九屆臺灣網際網路研討會 (TANET2024), Taipei, Taiwan, Oct.  24-26, 2024.

6. 林國裕、卓信宏, "基於基因演算法的飲食外送員公平派單之多目標路徑最佳化," 第二十八屆臺灣網路網路研討會 (TANET 2022), Tauyuan, Taiwan, Dec 15-17, 2022.

7. 張瑞慶、黃微淳、卓信宏, "基於模擬退火演算法的運動處方之行事曆," 第十七屆無線、隨意及感測網路研討會,  Taichung, Taiwan, Aug. 26-27, 2022.

8. 曾江毅,  蔡旻諺, 游家牧, 卓信宏, "基於卜瓦松分佈的神經網路稀疏化機制," 第二十屆離島資訊技術與應用研討會(ITAOI 2022), Penghu, Taiwan, May 27-29, 2022.

9. 胡明嫻 , 藍珮瑄, 卓信宏 , "考量城鄉教育差距之基因演算法排課系統," 第二十屆離島資訊技術與應用研討會(ITAOI 2022), Penghu, Taiwan, May 27-29, 2022.

10. 張禮恩, 鍾秉宏, 李佳宸, 卓信宏, 陳麒元, "結合人工智慧與邊緣運算之近距離無線通訊硬體特徵驗證系統," 第三十一屆全國資訊安全會議 (CISC 2021), Virtual, Aug. 5-6, 2021.

11. 藍珮瑄, 張禮恩, 卓信宏, 陳麒元, "基於NLP-GAN的自動化兒童英語學習繪本架構," 第十九屆離島資訊技術與應用研討會 (ITAOI 2021),  Kinmen, Taiwan, May 28-29, 2021.

12. 卜繁渝, 蔡旻諺, 曾江毅, 卓信宏, "基於Poisson分佈的人工智慧可解釋性," 第十九屆離島資訊技術與應用研討會 (ITAOI 2021),  Kinmen, Taiwan, May 28-29, 2021.

13. 蔡旻諺, 卓信宏, "基於模擬退火演算法的卷積神經網路權重微調,"  第二十六屆臺灣網際網路研討會 (TANET2020), Taipei, Taiwan, Oct. 28-30, 2020.

14. 蔡旻諺, 卓信宏, 陳麒元, "一個利用基因演算法的高隨機性金鑰產生器 ," 第三十屆全國資訊安全會議 (CISC2020), Kaohsiung, Taiwan, Sep. 1-4, 2020.