AI Researcher (Robust AI, Computer Vision, LLM)
Postdoctoral Fellow at RISys Lab, Khalifa University.
Outstanding Reviewer at ICCV 2023 & CVPR 2026 | Area Chair of ECCV 2026 & CVPR 2027.
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 |
|---|---|---|---|
| KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards P Li*, N Suryanto*, S Zhang, M Naseer |
NeurIPS 2026 | Link | Project Page / GitHub |
| SAFIRE: Safety-Critical Benchmark for Fine-grained Fire and Smoke Understanding in Multimodal LLMs P Li, N Suryanto, S Zhang, M Alsharid, M Naseer |
EMNLP 2026 | Link | Project Page / GitHub |
| ReasonCLIP-58M: Visually Grounded Commonsense Reasoning Supervision for CLIP S Zhang, M Naseer, B Xie, N Suryanto, et al. |
ECCV 2026 | Link | GitHub |
| 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. |   |
| face_tracker_logger | Decentralized face tracker logger module for privacy-preserving monitoring. |  |
Let's connect and build robust AI systems together! 🚀