Findings in the Area of Machine Learning Reported from Chinese Academy of Sciences (Data Poisoning Attacks On Federated Machine Learning)

摘要

By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Machine Learning is the subject of a report. According to newsreporting out of Shenyang, People’s Republic of China, by NewsRx editors, research stated, “Federatedmachine learning which enables resource-constrained node devices (e.g., Internet of Things (IoT) devicesand smartphones) to establish a knowledge-shared model while keeping the raw data local, could provideprivacy preservation, and economic benefit by designing an effective communication protocol. However,this communication protocol can be adopted by attackers to launch data poisoning attacks for differentnodes, which has been shown as a big threat to most machine learning models.”