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Against The Achilles' Heel: A Survey on Red Teaming for Generative Models
Generative models are rapidly gaining popularity and being integrated into everyday
applications, raising concerns over their safe use as various vulnerabilities are exposed. In …
applications, raising concerns over their safe use as various vulnerabilities are exposed. In …
Pg-attack: A precision-guided adversarial attack framework against vision foundation models for autonomous driving
Vision foundation models are increasingly employed in autonomous driving systems due to
their advanced capabilities. However, these models are susceptible to adversarial attacks …
their advanced capabilities. However, these models are susceptible to adversarial attacks …
Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack
Vision-language pre-training (VLP) models excel at interpreting both images and text but
remain vulnerable to multimodal adversarial examples (AEs). Advancing the generation of …
remain vulnerable to multimodal adversarial examples (AEs). Advancing the generation of …