Detecting and Mitigating Adversarial Attacks on Covid-19 Monitoring Solutions

COVID-19 outbreak has changed the world and forced majority of the population to lockdown and isolation. With the lockdowns easing, and things returning to the new normal, it is important to follow the isolation protocols such as social distancing and wearing of masks for containing the outbreak. While there is no denying the efficacy of the protocols, there has been some backlash in the public for these policies including a large number of protests against the COVID-19 protocols in the US [1] [2].