Attacking the Data Before the Decision
Presentation from BSides Tampa 2020 explores the vulnerabilities of machine learning systems and how to mitigate them.
Presentation by Rhett Greenhagen at BSides Tampa 2020
Machine learning and artificial intelligence are emerging as leading technologies when it comes to how data is ingested into graph database management systems such as Neo4j, MongoDB, Cassandra, ArangoDB, Orient DB, Titan, JanusGraph, etc.. One way to manipulate this data leverages said technologies: adversarial modeling/machine learning. And, yes, the bad guys know about it.
This presentation shares examples of how nation-state actors and cybercriminals are using this method – and how you can defend yourself.
