AI permeates our daily lives, and ensuring it is being developed and used in a responsible and ethical way has become a top priority. RESPECT AI is a hub for the AI community and business executives looking for practical advice and solutions to enable a more responsible adoption of this technology.
AI can be at risk of adversarial attacks. Our comprehensive toolkit includes Advertorch, our well-established adversarial robustness research code, which implements a series of attack and defense strategies that can be used to protect against risks.
Model validation is key in ensuring that algorithms are reliable and effective. Modern AI needs validation more than ever, yet this technology presents its own challenges to traditional validation techniques.