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View article: InFIP: An Explainable DNN Intellectual Property Protection Method based on Intrinsic Features
InFIP: An Explainable DNN Intellectual Property Protection Method based on Intrinsic Features Open
Intellectual property (IP) protection for Deep Neural Networks (DNNs) has raised serious concerns in recent years. Most existing works embed watermarks in the DNN model for IP protection, which need to modify the model and lack of interpre…
View article: Imperceptible and Multi-channel Backdoor Attack against Deep Neural Networks
Imperceptible and Multi-channel Backdoor Attack against Deep Neural Networks Open
Recent researches demonstrate that Deep Neural Networks (DNN) models are vulnerable to backdoor attacks. The backdoored DNN model will behave maliciously when images containing backdoor triggers arrive. To date, existing backdoor attacks a…
View article: Personalized Dialogue Generation Model Based on BERT and Hierarchical Copy Mechanism
Personalized Dialogue Generation Model Based on BERT and Hierarchical Copy Mechanism Open
Despite the great advances in generative dialogue systems, existing dialogue generation models are still unsatisfactory in maintaining persona consistency. In order to make the dialogue generation model generate more persona-consistent res…
View article: Supply Chain Demand Forecast Based on SSA-XGBoost Model
Supply Chain Demand Forecast Based on SSA-XGBoost Model Open
Supply chain management usually faces problems such as high empty rate of transportation, unreasonable inventory management, and large material consumption caused by inaccurate market demand forecasts. To solve these problems, using artifi…
View article: Logistics Demand Forecast of Fresh Food E-Commerce Based on Bi-LSTM Model
Logistics Demand Forecast of Fresh Food E-Commerce Based on Bi-LSTM Model Open
Fresh products have the characteristics of perishable, small batch and high frequency. Therefore, for fresh food e-commerce enterprises, market demand forecasting is particularly important. This paper takes the sales data of a fresh food e…