Skip to main content

Darktrace - An Artificial Immune system inspired AI powered Cybersecurity solution that has changed the landscape of cyber threat detection.


 

Have you ever wondered about the incredible ability of the human immune system? It's a complex network of cells and proteins that work together to identify and neutralize billions of threats, from viruses and bacteria to other invaders, 24/7. It's like a superhero, always on the lookout for danger and ready to spring into action when necessary. Our limited understanding of this immune system concept has long put it in the forms of various algorithms such as the negative selection, and clonal selection processes, however for the most part these algorithms have stayed within the level of proof of concept. 

Imagine if we could harness an Artificial Immune System (AIS) that can have the power to protect our digital world.  Like a biological immune system, this AIS learns the normal behaviour patterns of a network and detects any deviations or anomalies. Like a digital sentinel, always on guard, constantly monitoring and adapting to new threats. Traditional IDs and IPS needs to be configured, but what if an AIS-powered technology could learn on its own by understanding the network configurations and loopholes and weaknesses without much human intervention? Sounds more like science fiction right?

Welcome to Darktrace, the world's leading AIS-based cybersecurity solution. Founded in 2013, Darktrace uses machine learning to provide organizations with real-time protection against cyber threats. Within the context of the evolving cyber threat landscape, Darktrace could be a robust AI-based tool, helping organizations in a variety of industries stay one step ahead of the bad guys. Surely the marvel engineering behind this innovative idea goes back to the amazing human immune system and how it has been the inspiration behind the enterprise immune system that Dartrace created. Considering that scientists still know very little about our immune system, this is a remarkable accomplishment.

In situations where Darktrace has proved to be far better than traditional IDs and IPS, in just a matter of minutes, Darktrace identified the unusual activity and neutralized the threat before it could cause any harm. These types of incidents highlight the importance of continuous monitoring and the effectiveness of AIS in detecting even the most sophisticated attacks. On some occasions there exist news headlines in which Darktrace was able to stop attacks in real-time. No wonder why this AI-powered cybersecurity company which was founded by mathematicians at the University of Cambridge and is currently owned by investors including KKR, Summit Partners and Samsung Ventures, have been valued at over 1 billion dollars. 

In a world where cyber threats are evolving at a rapid pace, it's reassuring to know that solutions like Darktrace exist. At the rate of current AI development, it is possible to see more and more companies using nature-inspired algorithms and AI to come up with innovative solutions to fight against cybercrime. 

Reference
“The Enterprise Immune System”, on Darktrace website, retrieved November 11, 2018, https://www.darktrace.com/en/technology/

Comments

Popular posts from this blog

The Role of Research in Progress and Innovation

  The history of human progress is a testament to the impact of research for the sake of research. Visionaries like Galileo, Isaac Newton, and Albert Einstein have expanded our understanding of the universe by fearlessly pursuing knowledge and sharing their discoveries through academic publications. The scientific method, which promotes the validation of any claim through verification, is a cornerstone of the research process and has driven transformative innovations. Consider the rise of smart cities, which integrate cutting-edge technologies to enhance urban life. Between 2018 and 2021, Singapore produced more than 1,500 research papers on smart cities, while Amsterdam published more than 950 such papers. These contributions demonstrate the critical role research plays in realizing the potential of smart city initiatives. Where ever, there was an attempt to redefine the norm, it was the 'research' that made that happen. Bitcoin, a revolutionary digital currency, emerged from ...

How the "push it" culture creates real "down fall".

In the world of organizational culture, the prevalence of a "push it" mentality often serves as a glaring indicator of more profound issues. It signifies more than just a commitment to excellence; it frequently represents the single most significant indication of an isolated, blame-oriented, and ultimately toxic culture.  In environments where the "push it" mantra prevails, collaboration becomes an afterthought, and leaders, whether consciously or inadvertently, exacerbate this toxicity by embracing this phrase. In this article, I will dive into the perils of the "push it" culture, and I will try to shed some light. If you have been hearing the phrase "you have to push it" or "I expect you to push it harder", that means you are already working in a counterproductive environment.  The Toxicity of "Push It" The "push it" culture, seemingly rooted in the pursuit of results, often conceals deeper organizational maladies....

Google dialogflow - How to train a chatbot to answer questions related to your office and how to make it better than just a Q&A bot?

  First lets look how to do it the basic way. To train a conversational AI chatbot for answering office-related queries using Dialogflow, you will need to follow these steps: Create a new agent in Dialogflow. Collect a dataset of office-related queries and their corresponding answers. This dataset can be obtained through various means, such as scraping websites, conducting surveys, or manually creating a dataset. Create intents in Dialogflow for the queries in your dataset. An intent represents a user's intention, such as asking for office hours or requesting a vacation day. Add training phrases to each intent, which are examples of how a user might ask the question. Provide responses for each intent, which will be the chatbot's answer to the user's query. Test the chatbot using the "Try it now" feature in Dialogflow. Once the chatbot is working well, you can deploy it to a platform of your choice, such as a website or mobile app. However, if you follow the basic ...