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 Robust AI System on Computer Vision and Large Language Model.

news

Sep 24, 2026	Our paper “KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards” has been accepted to NeurIPS 2026! 🎉
Aug 20, 2026	Our paper “SAFIRE: Safety-Critical Benchmark for Fine-grained Fire and Smoke Understanding in Multimodal LLMs” has been accepted to EMNLP 2026 Findings! 🎉
Jun 18, 2026	Our paper “ReasonCLIP-58M: Visually Grounded Commonsense Reasoning Supervision for CLIP” has been accepted to ECCV 2026! 🎉 I am also honored to served as the Area Chair.
Feb 21, 2026	Our paper “SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs” has been accepted to CVPR 2026! 🎉 I am also honored to be recognized as an Outstanding Reviewer (Top 5% of 17K reviewers).
Jan 26, 2026	Our paper “RedSage: A Cybersecurity Generalist LLM” has been accepted to ICLR2026! 🎉

selected publications

RedSage: A Cybersecurity Generalist LLM

Naufal Suryanto, Muzammal Naseer, Pengfei Li, and 5 more authors

In The Fourteenth International Conference on Learning Representations, 2026

Bib HTML PDF Website

@inproceedings{suryanto2026redsage,
  title = {RedSage: A Cybersecurity Generalist {LLM}},
  author = {Suryanto, Naufal and Naseer, Muzammal and Li, Pengfei and Wasim, Syed Talal and Yi, Jinhui and Gall, Juergen and Ceravolo, Paolo and Damiani, Ernesto},
  booktitle = {The Fourteenth International Conference on Learning Representations},
  year = {2026},
  url = {https://openreview.net/forum?id=W4FAenIrQ2},
}

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},
}