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06/22/2023
OptIForest: Optimal Isolation Forest for Anomaly Detection
Anomaly detection plays an increasingly important role in various fields...
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05/22/2023
Watermarking Text Data on Large Language Models for Dataset Copyright Protection
Large Language Models (LLMs), such as BERT and GPT-based models like Cha...
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03/03/2023
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning
Inspired by the recent success of sequence modeling in RL and the use of...
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12/05/2022
A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS
Recently, spoken dialogue systems have been widely deployed in a variety...
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06/10/2022
Membership Inference via Backdooring
Recently issued data privacy regulations like GDPR (General Data Protect...
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11/29/2021
Crowdsourcing-based Multi-Device Communication Cooperation for Mobile High-Quality Video Enhancement
The widespread use of mobile devices propels the development of new-fash...
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09/13/2021
Source Inference Attacks in Federated Learning
Federated learning (FL) has emerged as a promising privacy-aware paradig...
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08/10/2021
Diversity-aware Web APIs Recommendation with Compatibility Guarantee
With the ever-increasing prevalence of web APIs (Application Programming...
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03/14/2021