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226
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Crypto×2AI×2ML×1Vision×1
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2026
Harnessing Hyperbolic Geometry for Harmful Prompt Detection and Sanitization
The paper introduces a robust, two-part framework (HyPE and HyPS) using hyperbolic geometry to efficiently detect and sanitize malicious prompts targeting Vision-Language Models (VLMs).
Architectural Backdoors in Vision-Language Model Supply Chains via Representation Steering
Researchers demonstrate how malicious providers can embed architectural backdoors into Vision--Language Model (VLM) supply chains through representation steering.
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