Search Results for author: Yifan Yao

Found 5 papers, 1 papers with code

A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly

no code implementations4 Dec 2023 Yifan Yao, Jinhao Duan, Kaidi Xu, Yuanfang Cai, Zhibo Sun, Yue Zhang

In the meantime, LLMs have also gained traction in the security community, revealing security vulnerabilities and showcasing their potential in security-related tasks.

Language Modelling Large Language Model +3

Towards Few-shot Out-of-Distribution Detection

no code implementations20 Nov 2023 Jiuqing Dong, Yongbin Gao, Heng Zhou, Jun Cen, Yifan Yao, Sook Yoon, Park Dong Sun

Out-of-distribution (OOD) detection is critical for ensuring the reliability of open-world intelligent systems.

General Knowledge Out-of-Distribution Detection +2

Combination of window-sliding and prediction range method based on LSTM model for predicting cryptocurrency

no code implementations9 Feb 2021 Yifan Yao, Lina Wang

The present study aims to establish the model of the cryptocurrency price trend based on financial theory using the LSTM model with multiple combinations between the window length and the predicting horizons, the random walk model is also applied with different parameter settings.

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