Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Segmentation Models with Patch Attack. - Naufal Suryanto; Andro Aprila Adiputra; Ahmada Yusril Kadiptya; Yongsu Kim; Howon Kim 001 (WISA, 2024)

CIPHER: Cybersecurity Intelligent Penetration-testing Helper for Ethical Researcher. - Derry Pratama; Naufal Suryanto; Andro Aprila Adiputra; Thi-Thu-Huong Le; Ahmada Yusril Kadiptya; Muhammad Iqbal; Howon Kim 001 (CoRR, 2024)

Enhancing Contextual Understanding with Multimodal Siamese Networks Using Contrastive Loss and Text Embeddings. - Andro Aprila Adiputra; Ahmada Yusril Kadiptya; Thi-Thu-Huong Le; Junyoung Son; Howon Kim 001 (ICAIIC, 2025)

Fine-Tuning Transformer LLMs for Detecting SQL Injection and XSS Vulnerabilities. - Thi-Thu-Huong Le; Andro Aprila Adiputra; Yeonjeong Hwang; Junyoung Son; Howon Kim 001 (ICAIIC, 2025)

Anomaly Detection in Industrial Machine Sounds Using High-Frequency Features and Gate Recurrent Unit Networks. - Thi-Thu-Huong Le; Andro Aprila Adiputra; Jiwon Yun; Howon Kim 001 (IEEE Access, 2025)

Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation With Realistic Scene Modifications via Diffusion-Based Image Editing. - Naufal Suryanto; Andro Aprila Adiputra; Ahmada Yusril Kadiptya; Thi-Thu-Huong Le; Derry Pratama; Yongsu Kim; Howon Kim 001 (IEEE Access, 2025)