Ran Dubin

Unsupervised learning can now automatically generate OpenAPI specs from real-world API traffic, enabling real-time security and anomaly detection without manual labeling.

ML-powered detection can generically and robustly identify malicious pickle files, outperforming existing signature-based methods and even evading advanced adversarial attacks.