A novel approach enables on-device training of machine-learning models on edge devices with limited memory, such as microcontrollers. This might enable edge devices to continuously learn from fresh data, removing data privacy concerns while allowing for user personalization. Over the last ten years, Fox-IT has created and deployed Dissect as a fundamental framework in incident response investigations for customers. It is now open source software accessible to the security community on GitHub to assist develop and speed forensic data collecting and processing. Read More…