ABSTRACT: Together We Can Fool Them: A Distributed Black-Box Adversarial Attack Based on Multi-Group Particle Swarm Optimization. - Naufal Suryanto; Hyoeun Kang; Yongsu Kim; Youngyeo Yun; Harashta Tatimma Larasati; Howon Kim 001 (CCSW, 2020)

Spatially Localized Perturbation GAN (SLP-GAN) for Generating Invisible Adversarial Patches. - Yongsu Kim; Hyoeun Kang; Afifatul Mukaroh; Naufal Suryanto; Harashta Tatimma Larasati; Howon Kim 001 (WISA, 2020)

A Distributed Black-Box Adversarial Attack Based on Multi-Group Particle Swarm Optimization. - Naufal Suryanto; Hyoeun Kang; Yongsu Kim; Youngyeo Yun; Harashta Tatimma Larasati; Howon Kim 001 (Sensors, 2020)

Extended Spatially Localized Perturbation GAN (eSLP-GAN) for Robust Adversarial Camouflage Patches. - Yongsu Kim; Hyoeun Kang; Naufal Suryanto; Harashta Tatimma Larasati; Afifatul Mukaroh; Howon Kim 001 (Sensors, 2021)

DTA: Physical Camouflage Attacks using Differentiable Transformation Network. - Naufal Suryanto; Yongsu Kim; Hyoeun Kang; Harashta Tatimma Larasati; Youngyeo Yun; Thi-Thu-Huong Le; Hunmin Yang; Se-Yoon Oh; Howon Kim 001 (CVPR, 2022)

ACTIVE: Towards Highly Transferable 3D Physical Camouflage for Universal and Robust Vehicle Evasion. - Naufal Suryanto; Yongsu Kim; Harashta Tatimma Larasati; Hyoeun Kang; Thi-Thu-Huong Le; Yoonyoung Hong; Hunmin Yang; Se-Yoon Oh; Howon Kim 001 (ICCV, 2023)

Enhancing Intrusion Detection and Explanations for Imbalanced Vehicle CAN Network Data. - Thi-Thu-Huong Le; Naufal Suryanto; Howon Kim 001; Janghyun Ji; Shinwook Heo (SoICT, 2023)

A New Frontier in Digital Security: Verification for NFT Image Using Deep Learning-Based ConvNeXt Model in Quantum Blockchain. - Aji Teguh Prihatno; Naufal Suryanto; Harashta Tatimma Larasati; Yustus Eko Oktian; Thi-Thu-Huong Le; Howon Kim 001 (WISA, 2023)

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)

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)