Fall of Giants: How popular text-based MLaaS fall against a simple evasion attack

Luca Pajola, Mauro Conti

The increased demand for machine learning applications made companies offer Machine-Learning-as-a-Service (MLaaS). In MLaaS (a market estimated 8000M USD by 2025), users pay for we…