machine learning | Breaking Cybersecurity News | The Hacker News

Cybersecurity has been regarded as a necessity for all computer users, especially today when data breaches and malware attacks have become rampant. However, one of the more overlooked aspects of cybersecurity is the prevention of other forms of cybercrime, such as the spread of harmful content and predatory behavior. Most current discussions on cybersecurity revolve around organizations needing to protect customer data or for individual users to prevent their sensitive data from being intercepted. However, given the prevalence of toxic behavior, it's about time the cybersecurity community also gives internet safety, especially for children and younger users, its due attention. Israel-based startup L1ght aims to curb the spread of bad behavior online. It uses artificial intelligence (AI) and machine learning (ML) to detect harmful content, hate speech, bullying, and other predatory behavior in social networks, communication applications, and online video games. The firm ...

Looking for an automated malware analysis software? Something like a 1-click solution that doesn't require any installation or configuration…a platform that can scale up your research time… technology that can provide data-driven explanations… well, your search is over! Israeli cybersecurity and malware researchers today at Black Hat conference launch a revolutionary machine learning and artificial intelligence-powered malware researcher platform that aims to help users identify unknown malware samples before they strike. Dubbed SNDBOX , the free online automated malware analysis system allows anyone to upload a file and access its static, dynamic and network analysis in an easy-to-understand graphical interface. The loss due to malware attacks is reported to be more than $10 billion every year, and it's increasing. Despite the significant improvement of cyber security mechanisms, malware is still a powerful and effective tool used by hackers to compromise systems because of...

Cyber security is a major challenge in today's world, as cyber attacks have become more automated and difficult to detect, where traditional cyber security practices and systems are no longer sufficient to protect businesses, governments, and other organizations. In past few years, Artificial Intelligence and Machine Learning had made a name for itself in the field of cyber security, helping IT and security professionals more efficiently and quickly identify risks and anticipate problems before they occur. The good news is that if you are a Windows 10 user, Microsoft will now offer you a machine learning based threat intelligence feature via its inbuilt Windows security service, which will improve the security capabilities available on Windows 10 devices. But, the bad news is that it is not free. The company is offering this "differentiated intelligence" feature on its newly added service to Windows 10, dubbed Windows Defender Advanced Threat Protection (WDAT...

If you invite guest users into your Entra ID tenant, you may be opening yourself up to a surprising risk.  A gap in access control in Microsoft Entra's subscription handling is allowing guest users to create and transfer subscriptions into the tenant they are invited into, while maintaining full ownership of them.  All the guest user needs are the permissions to create subscriptions in their home tenant, and an invitation as a guest user into an external tenant. Once inside, the guest user can create subscriptions in their home tenant, transfer them into the external tenant, and retain full ownership rights. This stealthy privilege escalation tactic allows a guest user to gain a privileged foothold in an environment where they should only have limited access. Many organizations treat guest accounts as low-risk based on their temporary, limited access, but this behavior, which works as designed, opens the door to known attack paths and lateral movement within the resource t...