Naufal Suryanto

A highly motivated practitioner in the fields of AI, Computer Vision, Deep Learning, IoT, Robotics, Cybersecurity, and Intelligent Systems. Fast learner with excellent collaboration skills and a deep curiosity. Experienced as a first author and reviewer in CVPR & ICCV (as Outstanding Reviewer), and proficient in using Deep Learning Frameworks (i.e., TensorFlow and PyTorch). Recipient of numerous national and international awards, demonstrating excellence in related fields. Holds a track record of full-stack software and hardware development and providing technical solutions to complex problems.

My current research focuses on Adversarial Machine Learning, where I propose a state-of-the-art framework for generating robust and universal Adversarial Camouflage capable of hiding vehicles from detectors in the physical world.

news

Feb 23, 2024	I have officially achieved my #PhD Degree! 🎉🎓
Dec 26, 2023	I have completed the series of #PhD Defenses 🎓
Sep 29, 2023	I am deeply honored for being recognized as Outstanding Reviewer in #ICCV2023

selected publications

ACTIVE: Towards Highly Transferable 3D Physical Camouflage for Universal and Robust Vehicle Evasion

Naufal Suryanto, Yongsu Kim, Harashta Tatimma Larasati, and 6 more authors

In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2023

Bib HTML PDF Website

@inproceedings{Suryanto_2023_ICCV,
  author = {Suryanto, Naufal and Kim, Yongsu and Larasati, Harashta Tatimma and Kang, Hyoeun and Le, Thi-Thu-Huong and Hong, Yoonyoung and Yang, Hunmin and Oh, Se-Yoon and Kim, Howon},
  title = {ACTIVE: Towards Highly Transferable 3D Physical Camouflage for Universal and Robust Vehicle Evasion},
  booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
  month = oct,
  year = {2023},
  pages = {4305-4314},
}

DTA: Physical Camouflage Attacks Using Differentiable Transformation Network

Naufal Suryanto, Yongsu Kim, Hyoeun Kang, and 6 more authors

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022

Bib HTML PDF Website

@inproceedings{Suryanto_2022_CVPR,
  author = {Suryanto, Naufal and Kim, Yongsu and Kang, Hyoeun and Larasati, Harashta Tatimma and Yun, Youngyeo and Le, Thi-Thu-Huong and Yang, Hunmin and Oh, Se-Yoon and Kim, Howon},
  title = {DTA: Physical Camouflage Attacks Using Differentiable Transformation Network},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2022},
  pages = {15305-15314},
}