SPAR-3D: Security, Privacy, and Adversarial Robustness in 3D Generative Vision Models

June 4th AM, Mile High 3A

Accepted Posters

AdLift: Lifting Adversarial Perturbations to Safeguard 3D Gaussian Splatting Assets Against Instruction-Driven Editing
Ziming Hong, Tianyu Huang, Runnan Chen, Shanshan Ye, Mingming Gong, Bo Han, Tongliang Liu
On the Adversarial Robustness of Temporal LiDAR Object Detectors
Mellon M. Zhang, Siddhant Panse, Akshal Dhal, Rishit Sarkar, Zimo Fan, Glen Chou
Multi-View Provenance Collapse: Attacking and Evaluating Trust in Neural 3D Scene Representations
Mahule Roy, Subhas Roy
F3DGS: Federated 3D Gaussian Splatting for Decentralized Multi-Agent World Modeling
Morui Zhu, Mohammad Dehghani Tezerjani, Matyas Szanto, Márton Vaitkus, Song Fu, Qing Yang
SkelSplat: Robust Multi-view 3D Human Pose Estimation with Differentiable Gaussian Rendering
Laura Bragagnolo, Leonardo Barcellona, Davide Allegro, Stefano Ghidoni
Revisiting Retentive Networks for Fast Range-View 3D LiDAR Semantic Segmentation
Simone Mosco, Daniel Fusaro, Wanmeng Li, Alberto Pretto
PatchPoison: Poisoning Multi-View Datasets to Degrade 3D Reconstruction
Prajas Wadekar, Venkata Sai Pranav Bachina, Kunal Bhosikar, Ankit Gangwal, Charu Sharma
Geometry-Preserving Robust Neural Reconstruction via Statistical Reweighting
Jiyoon Shin
Inpaint360GS: Efficient Object-Aware 3D Inpainting via Gaussian Splatting for 360° Scenes
Shaoxiang Wang, Shihong Zhang, Christen Millerdurai, Rüdiger Westermann, Didier Stricker, Alain Pagani
Neural Radiance Fields for Image Verification
Sage Simhon, Jingwei Ma, Prafull Sharma, Lucy Chai, Yen-Chen Lin, Phillip Isola
Adversarial Defense in Gaussian Splatting Using 3D Gaussian Filtering
Md Mahedi Hasan Rigan, Nicole Meng, Miao Yin, Yingjie Lao, Faysal Hossain Shezan
Perceptually-Guided Sparse Pixel Attacks Break Compressed AIGC-IQA Models
Tushar Shinde
AdaCRAD: Adaptive Compression via Representation-Aware Drift for Ranking Preservation in AIGC-IQA
Tushar Shinde, Sreejita Roy