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+ # roberta-embedding-http
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+
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+ [roberta-base-banner](https://huggingface.co/arsarabi/roberta-base-banner) model
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+ fine-tuned on HTTP banners (headers) using a contrastive loss function to
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+ generate temporally stable embeddings.
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+
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+ ## Reference
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+ - Armin Sarabi, Tongxin Yin, and Mingyan Liu. [An LLM-based Framework for Fingerprinting Internet-connected Devices](https://doi.org/10.1145/3618257.3624845). In Internet Measurement Conference (IMC), 2023.