Maria Rosaria Briglia
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
Crypto×2AI×2ML×1Vision×1
Frequent co-authors
Research Timeline
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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Papers
cs.CRcs.AIcs.LGNEWEmpiricalJul 28, 2026
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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cs.CRcs.AI