Contents Intro.

With the significant growth of Artificial Intelligence (AI) and Machine Learning (ML), especially in the last five years, a wide range of problems in industries and applications aim to solve by utilizing the features of AL/ML to reach automation, granular performance, and human level understandability. The security industry is no contrast but brings challenges as well as increased sophistication due to the use of AI/ML for both attackers and defenders, especially when it considers critical infrastructures. Hence, monitoring and countermeasures of critical infrastructures are crucial against cyber-attacks. Because systems or devices or networks have been generating megabytes to terabytes of data every day, therefore, needs to observe them in micro-level to ensure security and privacy of critical infrastructures. This talk will cover the importance and requirements of data in AI-based security systems, primarily when handles messy operations, automation, robustness in critical infrastructures.

Details

Publication year

2019

Form

電子化映像資料（1時間28分51秒）

Series title

情報科学領域・コロキアム ; 2019年度

Note

講演者所属: Umea University, Sweden

講演日: 2019年11月26日

講演場所: 情報科学棟大講義室L1

Country of publication

Japan

Title language

English (eng)

Language of texts

English (eng)

Author information

Bhuyan, Monowar H