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Open access Oct 2026

Group-Aware Spectral Perturbation Consistency Network for Cross-Domain Few-Shot Hyperspectral Image Classification

Cross-domain few-shot hyperspectral image classification is challenged by scarce target-domain annotations, sensor-induced domain shifts, and spectral abnormalities, including band loss, noise, and spectral misalignment. To address these issues, we propose a Group-aware Spectral Perturbation Consistency Network (G-SPCN...

Xun Luo, Wen-Jie Xu, Yue Jiang · 0 citations
#artificial intelligence Preprint Oct 2026

Adversarial Images Hijack Web Agents from Visual Grounding to Browser Execution

Modern web agents built on large vision-language models process webpages, select relevant UI elements, and translate model outputs into browser actions. Existing visual red-teaming approaches use adversarial visual content to manipulate this process. However, they primarily target model inference and do not explicitly...

Wan-Jing Han, Levi Taiji Li, Mu Zhang et al. · 0 citations

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