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推荐系统对抗鲁棒行开源评测框架ShillingREC,支持评分预测和排序任务。

License: MIT License

Python 99.98% Shell 0.02%

shillingrec's Introduction

ShillingREC

ShillingREC is an adversarial robustness evaluation library which supports various attack modes and recommendation tasks. ShillingREC supports multiple commonly used datasets and is easily extensible. Integrates well-designed execution processes and comprehensive persistence strategies for data preprocessing, poisoning attacks, and recommendation model training.

ShillingREC architecture
Figure: ShillingREC Overall Architecture

shillingrec's People

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