Multi-Perspective, Spatiotemporal-Coherent, and Multi-Modal Aware Object Detection for Adversarial Robustness
Abstract
In Phase 3, we will fully utilize simulation and our synthetic dataset tools to construct and understand our robust features and representations approach. Synthetic data enables us to independently collect multi-modal data from simulation, while our auto-labeling tools enables us to construct multi-task annotations. Together multi-modal data and multi-task annotations enable implementour robust features and representations. Simulation also enables us to instantiate physically plausible attacks. This enables us to refine our physically plausible threat models and understand our defenses on a more level playing field. In the following sections, we summarize our progress foreach quarter.
Document Details
- Document Type
- Technical Report
- Publication Date
- May 30, 2024
- Accession Number
- AD1229223
Entities
People
- Cory Cornelius