SafeHorizon offers computer law enforcement agencies (LEAs), emergency response teams (CERTs), and computer security incident response teams (CSIRTs) a toolbox with underdevelopment and improved open-source solutions that will be simple to plug-and-play, maintain, and adapt. SaferHorizon aims to disrupt CaaS by harnessing intelligence collected from internet-facing services (the clear, deep, and dark web), public dumps and leaks (from ransomware groups and hacking forums and channels), as well as datasets from LEAs and security providers, and using machine learning (ML) to identify correlations and extract actionable evidence that can be used in court. Beyond crawling for information, SafeHorizon will actively search for possible leaks of information on illegal services, forums, and software that would allow LEAs to track down users, developers, and operators. SafeHorizon will deliver i) a toolkit that is broken down into individual and interoperable easy-to-use tools (in the form of Docker containers), ii) a monitoring platform that integrates the output of these tools, iii) a correlation engine to find the connections among diverse and big datasets, and iv) datasets and notebooks that will be shared with all EU LEAs and vetted organisations and companies to enable the easy uptake and processing of data to deliver tangible results. Moreover, SafeHorizon aims to give cybercriminals a taste of their own medicine by, e.g., spreading disinformation on hacking, carding, forums and channels to dismantle their rings of trust.

LAZARUS is a three-year research and innovation project that aims to heal many of the security issues that befall modern software during its development lifecycle. The recently introduced area of DevSecOps - in medium to large companies - unfortunately lacks automated security tools, while most existing solutions are targeting only one narrow step of the SDLC process but miss a much needed holistic overview of the global security solution. LAZARUS innovates by intervening in multiple steps of the SDLC, performing targeted security checks and collecting valuable information and intelligence from each step, and exploiting advanced ML and AI methods to convert this intelligence into actionable insights and recommendations. The main innovations of LAZARUS are illustrated in the figure below. Moreover, we provide advanced features for developers, that employing our tools would be able to deploy more intelligent and distributed solutions through dedicated APIs. LAZARUS follows an open-source approach for the core functionality, which is supported by a realistic and viable business model for the sustainability and further exploitation of the project after it reaches the end of this financing phase. To validate the efficacy of the project outcomes we have secured two exciting real-world, diverse, pilots in two very different and demanding sectors.