Robotics & Machine Learning Daily News2024,Issue(Jun.3) :46-47.

Data from City University of Macau Provide New Insights into Machine Learning (I nversion-guided Defense: Detecting Model Stealing Attacks By Output Inverting)

澳门城市大学的数据为机器学习提供了新的见解(版本导向防御:通过输出倒置检测模型窃取攻击)

Robotics & Machine Learning Daily News2024,Issue(Jun.3) :46-47.

Data from City University of Macau Provide New Insights into Machine Learning (I nversion-guided Defense: Detecting Model Stealing Attacks By Output Inverting)

澳门城市大学的数据为机器学习提供了新的见解(版本导向防御:通过输出倒置检测模型窃取攻击)

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摘要

一位新闻记者兼机器人与机器学习的工作人员新闻编辑每日新闻-在一份新的报告中讨论了机器学习的研究结果。根据NewsRx记者从中华人民共和国澳门发来的消息,研究表明:“模型窃取攻击涉及未经适当授权就创建与原始模型具有相似乐趣的机器学习模型副本。这种攻击引起了对机器学习模型知识产权的严重担忧。”这项研究的财政支持来自澳大利亚研究委员会。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Research findings on Machine Learning are discussed in a new report. According to news originating from Macau, People’ s Republic of China, by NewsRx correspondents, research stated, “Model stealing attacks involve creating copies of machine learning models that have similar fun ctionalities to the original model without proper authorization. Such attacks ra ise significant concerns about the intellectual property of the machine learning models.” Financial support for this research came from Australian Research Council.

Key words

Macau/People’s Republic of China/Asia/Cyborgs/Emerging Technologies/Machine Learning/City University of Macau

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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