Jianwei Ding

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (1)Open-Source Models & Weights (1)Red-Teaming & Adversarial Robustness (1)

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Liangwei Lyu (1)Jiaqi Xu (1)Qiyao Deng (1)

Papers (1)

Feb 25, 2026

Liangwei Lyu +32w ago

When LoRA Betrays: Backdooring Text-to-Image Models by Masquerading as Benign Adapters

LoRA's plug-and-play simplicity makes text-to-image models dangerously vulnerable: a single, seemingly benign LoRA module can be a stealthy backdoor with near-perfect success.

Liangwei Lyu, Jiaqi Xu, Jianwei Ding +1

Multimodal Models Open-Source Models & Weights Red-Teaming & Adversarial Robustness

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Jianwei Ding

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)