AI Researcher (Robust AI, Computer Vision, LLM)
Postdoctoral Fellow at RISys Lab, Khalifa University.
Outstanding Reviewer at ICCV 2023.
My current research focuses on Robust AI System on Computer Vision and Large Language Model.
Selected featured publications. For a full list, please visit my Google Scholar.
| Paper Title | Venue | Paper | Code / Project |
|---|---|---|---|
| SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs M Alansari*, N Suryanto*, D Velayudhan, et al. |
CVPR 2026 | Link | Project Page / GitHub |
| RedSage: A Cybersecurity Generalist LLM N Suryanto, M Naseer, P Li, et al. |
ICLR 2026 | Link | GitHub |
| Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation... N Suryanto, et al. |
IEEE Access 2025 | Link | GitHub |
| CIPHER: Cybersecurity Intelligent Penetration-Testing Helper D Pratama, N Suryanto, et al. |
Sensors 2024 | Link | GitHub |
| Adversarial Manhole: Challenging Monocular Depth Estimation... N Suryanto, et al. |
WISA 2024 | Link | GitHub |
| ACTIVE: Towards Highly Transferable 3D Physical Camouflage N Suryanto, Y Kim, HT Larasati, et al. |
ICCV 2023 | Link | Project Page |
| DTA: Physical Camouflage Attacks using Differentiable Transformation Network N Suryanto, Y Kim, H Kang, et al. |
CVPR 2022 | Link | Project Page |
| A Distributed Black-Box Adversarial Attack Based on Multi-Group PSO N Suryanto, H Kang, et al. |
Sensors 2020 | Link | GitHub |
Projects where I implemented existing methods or created tools for the community.
| Project | Description | Tech Stack |
|---|---|---|
| keras_nerf | High-performance NeRF (Neural Radiance Fields) implementation in TensorFlow v2 / Keras. |   |
| camou-iclr2019-tf | TensorFlow implementation of "Learning Physical Vehicle Camouflages" (CAMOU). |  |
| face_tracker_logger | Decentralized face tracker logger module for privacy-preserving monitoring. |  |
Let's connect and build robust AI systems together! 🚀