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Zhenyu Zhong

3 accepted papers

2025

Harnessing Massive Satellite Imagery with Efficient Masked Image Modeling

ICCV 2025poster

Masked Image Modeling (MIM) has become an essential method for building foundational visual models in remote sensing (RS). However, the limitations in size and diversity of existing RS datasets restrict the ability of MIM methods to learn generalizable representations. Additionally, conventional MIM…

2025

“I’ve Decided to Leak”: Probing Internals Behind Prompt Leakage Intents

EMNLP 2025

Large language models (LLMs) exhibit prompt leakage vulnerabilities, where they may be coaxed into revealing system prompts embedded in LLM services, raising intellectual property and confidentiality concerns. An intriguing question arises: Do LLMs genuinely internalize prompt leakage intents in the

2020

Fooling Detection Alone is Not Enough: Adversarial Attack against Multiple Object Tracking

ICLR 2020poster

Recent work in adversarial machine learning started to focus on the visual perception in autonomous driving and studied Adversarial Examples (AEs) for object detection models. However, in such visual perception pipeline the detected objects must also be tracked, in a process called Multiple Object T…

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