1. Deepware: Scan & detect deepfake videos
2. Reality Defender
3. Sensity AI: Speed up online customer identity verification guaranteeing high anti-fraud standards
4. Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples;Athalye
5. Decision-based adversarial attacks: Reliable attacks against black-box machine learning models;Brendel,2017