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cs.CR2026
False Claims, Credible Images: A Red-Teaming Benchmark for Commercial Image Generators
Zeyu Ye, Yanchun Li, Sibei He +8
Image-generation models can now produce text-rich, natural-looking visual artifacts that are hard to distinguish from real-world evidence, such as news reports and textbook pages.…
cs.CV2026
Transferable Physical-World Adversarial Patches Against Object Detection in Autonomous Driving
Zihui Zhu, Ziqi Zhou, Yichen Wang +3
Deep learning drives major advances in autonomous driving (AD), where object detectors are central to perception. However, adversarial attacks pose significant threats to the relia…