ThreatWarrior has developed a network detection and response (NDR) solution based on unsupervised neural networks. Our NDR implementation is made unique and valuable through a set of neural networking design principles. By utilizing unsupervised machine learning (ML),...
Machine Learning
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Unsupervised Neural Networks: A Big Step Forward From Today’s AI Implementations
AI has been employed within security products for decades. However, until fairly recently the vast majority of AI usage would have been predominantly underpinned by rule-based algorithms and bayesian reasoning. In the last few years, many security solution providers...
The Rise of AI in Cybersecurity: A Primer on Machine Learning, Neural Networks, and Deep Learning
Artificial Intelligence (AI) is poised to transform the field of cybersecurity by enabling machines to work and learn like humans. However, many security leaders and practitioners are at the beginning phases of understanding how the AI in cybersecurity transformation...
Unsupervised Neural Networks Explained: What Are They and How Do They Work?
We’ve all heard the buzzwords – artificial intelligence, machine learning, supervised and unsupervised neural networks, network detection and response, etc. – flying around the tech industry. In the world of IT, there’s never a shortage of these buzzwords, but they’re...
Deconstructing Vendor AI Exaggerations
Artificial intelligence and machine learning are guiding research, accelerating product development, improving security and more across numerous industries including our nation’s most critical infrastructures. However, many vendors camouflage true capabilities through...
Claims of AI in Cybersecurity Are Highly Exaggerated
Artificial intelligence is an exciting and innovative technology. Cybersecurity is technology’s biggest problem, so it’s natural to apply the former to the latter. It’s also natural, then, that every cybersecurity company claims to use AI. However, most of those...
The State of Cybersecurity
We’ve had tremendous feedback since we announced ThreatWarrior™, and we appreciate all the kind emails and comments that have poured in. In a previous blog post, I mentioned that with the creation of ThreatWarrior™, ThreatWarrior felt compelled to assist in the...
Future of Cybersecurity: ThreatWarrior
Like many others (and probably most of you reading this), over the last year, we’ve observed a significant increase in the number of cyber attacks and a growing diversity in cyber threat type. What’s more, cyber attacks don’t discriminate – commercial industries and...