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Yuyou Gan

2 accepted papers

2026

From ``Sure" to ``Sorry": Detecting Jailbreak in Large Vision Language Model via JailNeurons

ICLR 2026poster

Large Vision-Language Models (LVLMs) are vulnerable to jailbreak attacks that can generate harmful content. Existing detection methods are either limited to detecting specific attack types or are too time-consuming, making them impractical for real-world deployment. To address these challenges, we p…

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2025

Enhancing Adversarial Transferability with Adversarial Weight Tuning

AAAI 2025technical

Deep neural networks (DNNs) are vulnerable to adversarial examples (AEs) that mislead the model while appearing benign to human observers. A critical concern is the transferability of AEs, which enables black-box attacks without direct access to the target model. However, many previous attacks have…

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