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Consumer Internet of Things (IoT) devices are increasingly common, from smartspeakers to security cameras, in homes. Along with their benefits comepotential privacy and security threats. To limit these threats a number ofcommercial services have become available (IoT safeguards). The safeguardsclaim to provide protection against IoT privacy risks and security threats.However, the effectiveness and the associated privacy risks of these safeguardsremains a key open question. In this paper, we investigate the threat detectioncapabilities of IoT safeguards for the first time. We develop and release anapproach for automated safeguards experimentation to reveal their response tocommon security threats and privacy risks. We perform thousands of automatedexperiments using popular commercial IoT safeguards when deployed in a largeIoT testbed. Our results indicate not only that these devices may beineffective in preventing risks, but also their cloud interactions and datacollection operations may introduce privacy risks for the households that adoptthem.

Protected or Porous: A Comparative Analysis of Threat Detection Capability of IoT Safeguards