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Shengfang Zhai's picture
3

Shengfang Zhai

zsf
https://scholar.google.com/citations?user=bJYY-tIAAAAJ&hl=en
  • zhaisf

AI & ML interests

Trustworthy AI, Generative Models, AI Privacy, Backdoor Attacks

Recent Activity

authored a paper 6 days ago
NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation
authored a paper 2 months ago
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
published a model 5 months ago
zsf/BadT2I_ObjBackdoor_motor2bike_u200b_4k_bsz64
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authored a paper 6 days ago

NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation

Paper • 2503.06453 • Published Mar 9
authored a paper 2 months ago

GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16 • 61
authored a paper 6 months ago

GuardReasoner: Towards Reasoning-based LLM Safeguards

Paper • 2501.18492 • Published Jan 30 • 88
authored 2 papers 7 months ago

Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning

Paper • 2305.04175 • Published May 7, 2023 • 1

Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy

Paper • 2405.14800 • Published May 23, 2024 • 1
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