federated learning

With the ever-increasing frequency of cyber-attacks across all sectors, next-generation avionics architectures require the ability to adapt and evolve their security posture to keep pace with the ever-changing threat landscape. The ability to rapidly detect and prevent attacks while adapting security policy in real-time as new threats come online will be critical to maintaining system…

Federal agencies have long focused on a defensive mindset when it comes to cybersecurity, reacting to malicious behavior once it has made itself known. Proactive cybersecurity solutions change this paradigm, allowing agencies to actively look for hidden threats before they cause damage. GraphHunt, Technica’s enhanced threat hunting solution, provides an opportunity to increase cyber capabilities.…

The Department of Defense often works in austere environments with low or limited bandwidths that severely restrict the ability to conduct machine learning analysis.  The Technica Decentralized Federated Learning System (TDFLS) looks to change this paradigm. Leveraging a new framework based on the InterPlanetary File System (IPFS), TDFLS restructured the federated learning data sharing structure…