Tag: ML Models
-
Looking back, Application Security has evolved significantly in the last couple of decades. In the early 2000s, SQL injection and Cross Site Scripting (XSS) attacks were a nightmare for cybersecurity teams as attackers easily bypassed network firewalls through attacks at the application layer. Since traditional network firewalls at that time were not application-aware, these attacks…
-
We are seeing that bias in Machine Learnings Models can be a big issue since the Data available to train these models can be biased. Consequently, using biased Machine Learning Systems can be dangerous when it becomes the basis to make decisions about humans automatically, with no human oversight, resulting in biased outcomes in fields…