Californian Startup Promises Hack Free Connected Homes

PARIS —In effect, CUJO is acting as a gateway between your local devices and your connection to the Internet, thwarting virtual intrusions such as malware, viruses and hacking techniques which would necessarily transit via your WiFi or Ethernet connection. The device is not only looking for known signatures, like an antivirus, but also learning from the users’ typical data behaviour to prevent what could be seen as abnormal traffic behaviour. “Existing solutions typically only react to existing threats, but we apply machine learning algorithms to offer a proactive solution that keeps improving”. Then the learnings performed on all the meta data collected can be applied to all CUJO protected homes. But any machine learning algorithm needs to mature to offer the best protection, so how was this tested and for…

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