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Tianrui Liu

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Preprint Aug 2026

IDATA: Scalable Invertible Diffusion for Unrestricted Adversarial Transfer Attack

Extensive experiments demonstrate that IDATA consistently outperforms state-of-the-art baselines in attack success rate, memory efficiency, and visual imperceptibility, suggesting that IDATA is a promising tool for black-box robustness evaluation of deep visual models.

Yi Pan, Jun-Jie Huang, Tianrui Liu et al. · 0 citations