在安全机器学习的背景下检查Reddit
Examining Redundancy in the Context of Safe Machine Learning
摘要:
本文介绍了一组实验与神经网络分类器的MNIST数据库的数字。目的是研究冗余架构的简单实现,作为迈向安全可靠的机器学习的第一步。我们报告的一组测量使用MNIST数据库,最终用于强调预期的困难,在安全可靠的系统中使用NN分类。
英文摘要:
This paper describes a set of experiments with neural network classifiers on the MNIST database of digits. The purpose is to investigate naïve implementations of redundant architectures as a first step towards safe and dependable machine learning. We report on a set of measurements using the MNIST database which ultimately serve to underline the expected difficulties in using NN classifiers in safe and dependable systems.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。