DDSW 2020 - International Workshop on Data-Driven Security (DDSW 2020)

Data breaches are a daily occurrence, where adversaries attack consumers, corporations, and governments. Moreover, data breaches are growing tremendously due to the immense growth of the backbones of commerce and critical infrastructure, and interconnectivity of networks. The skills of adversaries are improving, and the number and severity of attacks are increasing, which make known security countermeasures suffer. While much research focuses on technical, business or compliance aspects, there is an increasing need for new security solutions to protect assists other than traditional approaches. This workshop focuses on new security techniques that use machine learning, data mining and statistics analytical techniques to solve nowadays security challenges. The workshop will focus on, but is not limited to, the following areas:
Data Mining techniques for Security
Machine Learning for Security
Statistics for Security
Analysis of identified vulnerabilities
Analysis of successful attacks or attack attempts
Diverse aspects of security analytics
Tools for security analytics
Security analytics data