2018年4月18日推荐

AI

Applying Deep Watershed Transform to Kaggle Data Science Bowl 2018 (dockerized solution)

https://spark-in.me/post/playing-with-dwt-and-ds-bowl-2018

Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation

https://arxiv.org/abs/1804.06055

Reinforced Co-Training

https://arxiv.org/abs/1804.06035

用Alpha Zero实现

https://github.com/suragnair/alpha-zero-general

安全

去中心化应用安全威胁Top10榜单

http://www.freebuf.com/news/168383.html

车联网的 IDS 研究

https://ieeexplore.ieee.org/document/8306904/

AI安全

IBM 开源了一个 AI 安全工具：Adversarial Robustness Toolbox（ART），可用于检测针对机器学习模型的对抗攻击

https://github.com/IBM/adversarial-robustness-toolbox

Adversarial Attacks Against Medical Deep Learning Systems 针对医学深度学习系统的对抗攻击

https://arxiv.org/abs/1804.05296