Ayaan Sehgal

Adversarial resilience in cloud based machine learning: a unified framework for robust threat detection and forecasting

Adversarial perturbation represents an acute problem inadequately covered by current defenses that have not sufficiently secured Machine Learning-based Intrusion Detection System (IDS) running in cloud environments against evasion attacks. Namely, adversarial manipulations can be...