Protected or Porous: A Comparative Analysis of Threat Detection Capability of IoT Safeguards
Anna Maria Mandalari, Hamed Haddadi, Daniel J. Dubois, David R. Choffnes
Abstract
Consumer Internet of Things (IoT) devices are increasingly common, from smart speakers to security cameras, in homes. Along with their benefits come potential privacy and security threats. To limit these threats a number of commercial services have become available (IoT safeguards). The safeguards claim to provide protection against IoT privacy risks and security threats. However, the effectiveness and the associated privacy risks of these safeguards remains a key open question. In this paper, we investigate the threat detection capabilities of IoT safeguards for the first time. We develop and release an approach for automated safeguards experimentation to reveal their response to common security threats and privacy risks. We perform thousands of automated experiments using popular commercial IoT safeguards when deployed in a large IoT testbed. Our results indicate not only that these devices may be ineffective in preventing risks, but also their cloud interactions and data collection operations may introduce privacy risks for the households that adopt them.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext c20985b4-58d2-43ef-aeef-75db491c43eeCited by top-tier papers1
Ask how each one uses itBuilds on4
- Understanding the Mirai BotnetManos Antonakakis, Tim April, Michael D. Bailey, Matt Bernhard et al.USENIX Security 2017 · 2,003 citations
- SoK: Security Evaluation of Home-Based IoT DeploymentsOmar Alrawi, Chaz Lever, Manos Antonakakis, Fabian MonroseS&P 2019 · 411 citations
- IoT Inspector: Crowdsourcing Labeled Network Traffic from Smart Home Devices at ScaleDanny Yuxing Huang, Noah J. Apthorpe, Frank Li, Gunes Acar et al.UbiComp 2020 · 171 citations
- Watching You Watch: The Tracking Ecosystem of Over-the-Top TV Streaming DevicesHooman Mohajeri Moghaddam, Gunes Acar, Ben Burgess, Arunesh Mathur et al.CCS 2019 · 84 citations
Related papers
- IoTSafe: Enforcing Safety and Security Policy with Real IoT Physical Interaction DiscoveryWenbo Ding, Hongxin Hu, Long ChengNDSS 2021
- Scalable analysis of interaction threats in IoT systemsMohannad Alhanahnah, Clay Stevens, Hamid BagheriISSTA 2020 · 63 citations
- Shattered Chain of Trust: Understanding Security Risks in Cross-Cloud IoT Access DelegationBin Yuan, Yan Jia, Luyi Xing, Dongfang Zhao et al.USENIX Security 2020
- Discovering and Understanding the Security Hazards in the Interactions between IoT Devices, Mobile Apps, and Clouds on Smart Home PlatformsWei Zhou, Yan Jia, Yao Yao, Lipeng Zhu et al.USENIX Security 2019 · 160 citations
- IoTGuard: Dynamic Enforcement of Security and Safety Policy in Commodity IoTZ. Berkay Celik, Gang Tan, Patrick D. McDanielNDSS 2019 · 254 citations
