generative ai security

Generative AI raises cyber risk in machine learning — Photo by Tima Miroshnichenko on Pexels

prompt injection

Machine Learning Prompt Injection Costing Your Budget?

Over 70% of enterprises underestimate how easily a single malicious prompt can reprogram their generative AI models, turning a routine query into a costly liability. In my work with Fortune-500 AI teams, I’ve seen a single injected prompt cascade into hours of re-training, legal exposure, and lost revenue. The

data poisoning

5 Tricks Defeating Data Poisoning in Machine Learning

5 Tricks Defeating Data Poisoning in Machine Learning Defeating data poisoning means securing every data touchpoint, from ingestion to model output, so malicious inputs cannot corrupt your learning pipeline. By tightening validation, monitoring behavior, and using AI-assisted safeguards, you can keep models trustworthy while still reaping the benefits of generative