Lights, Camera, Attack: Exploiting Temporal HDR Fusion with Pulsed Light

arXiv:2609.37742 · cs.CR · Submitted 2026-09-29 · Read on arXiv

cs.CR

Submitted: 2026-09-29

Updated: 2026-09-29

Terminology

• Alignment — 6× in this paper · explained in 1 episode
• High Dynamic Range — 6× in this paper
• Adversarial Examples — 4× in this paper · explained in 2 episodes
• Robustness — 4× in this paper · explained in 5 episodes
• Computer Vision and Pattern Recognition — 3× in this paper
• Fusion-Level Attack by Saturating HDR — 3× in this paper
• Consistency — 2× in this paper · explained in 3 episodes
• Failure Modes — 2× in this paper · explained in 3 episodes
• Image Signal Processing — 2× in this paper
• Adam — 1× in this paper · explained in 2 episodes
• Anisotropy — 1× in this paper · explained in 3 episodes
• Department of the Army — 1× in this paper

Sources

• HDR Imaging with Spatially Varying Signal-to-Noise Ratios
• Robust Physical-World Attacks on Deep Learning Models
• Explaining and Harnessing Adversarial Examples
• Adversarial examples in the physical world
• SoK: Security of the Image Processing Pipeline for Camera-based Sensing in Autonomous Vehicles
• Adversarial RAW: Image-Scaling Attack Against Imaging Pipeline
• Invisible Mask: Practical Attacks on Face Recognition with Infrared

Related papers

• SoK: AI-Augmented Binary Reversing
• Relaxed Sender Anonymity for CBDC Interbank Settlement: A Zero-Knowledge Approach on Permissioned EVM
• Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages
• Efficient Fuzzy PSI under One-Sided Assumptions
• Sealing the Audit-Runtime Gap for LLM Skills
• Token Composition: A Graph Based on EVM Logs