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Mar 4, 2024 · In this work, we propose the first robustness certification framework COMMIT certify robustness of multi-sensor fusion systems against semantic attacks.
In this work, we propose the first robustness certification framework COMMIT to certify robustness of multi-sensor fusion systems against semantic attacks. We ...
Mar 4, 2024 · We also propose efficient algorithms to compute the certification in terms of object detection accuracy and IoU for large-scale MSF models.
In this work, we propose the first robustness certification framework COMMIT to certify robustness of multi-sensor fusion systems against semantic attacks.
COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks. Z Huang, W Chu, L Li, C Xu, B Li. arXiv preprint arXiv:2403.02329, 2024.
Projects include: Certified robustness for point cloud models; Certified robustness for multi-sensor fusion systems; Fair federated learning by EM clustering ...
In this work, we propose the first robustness certification framework COMMIT certify robustness of multi-sensor fusion systems against semantic attacks.
In this work, we propose the first robustness certification framework COMMIT certify robustness of multi-sensor fusion systems against semantic attacks. In ...
COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks. Z Huang, W Chu, L Li, C Xu, B Li. arXiv preprint arXiv:2403.02329, 2024.
COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks ... certification framework COMMIT, which will certify robustness of ...