Darktrace AI interrupts in-progress cyber-attacks, including ransomware, email phishing, and threats to cloud environments. It's able to detect and establish baselines for your organization so it can make the distinction between what is and what isn't normal network activity for your organization. This allows it to tackle complex cyber-attacks as they happen and prevent future cyber-attacks from happening.
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DataRobot
Score8.2 out of 10
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The DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that gives users AI to drive business outcomes, that is available on the user's cloud platform-of-choice, on-premise, or as a fully-managed service. The solutions include tools providing data preparation enabling users to explore and…
Darktrace is a product well suited for the vast majority of infrastructures and helps monitoring and responding to threats based on the network in a very elastic way. This is a product based on on-premise infrastructures that hosts its machines locally, of course it can be technically difficult to monitor an entire On-Cloud infrastructure but even there there's room for sensors and monitoring, not to mention the SaaS and mail integration that completes the product.
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DataRobot can be used for risk assessment, such as predicting the likelihood of loan default. It can handle both classification and regression tasks effectively. It relies on historical data for model training. If you have limited historical data or the data quality is poor, it may not be the best choice as it requires a sufficient amount of high-quality data for accurate model building.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Uses it Al model UEBA to detect anomalies in the behaviour of not only the users in a corporate network but also the routers, servers, and endpoints in that network.
Provides a visualisation of both egress and outbound network traffics flowing in and out of the organisation.
Darktrace comes with it autonomous AI model detection and responses capabilities.
Darktrace as an AI next generation NDR solution, prevents ,contains and quarantines malicious traffics from and into the corporate network.
DataRobot helps, with algorithms, to analyze and decipher numerous machine-learning techniques in order to provide models to assist in company-wide decision making.
Our DataRobot program puts on an "even playing field" the strength of auto-machine learning and allows us to make decisions in an extremely timely manner. The speed is consistent without being offset by errors or false-negatives.
It encompasses many desired techniques that help companies in general, to reconfigure in to artificial intelligence driven firms, with little to no inconvenience.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
There are few areas that I would say need to be improved; their customer support portal allows you to log tickets with any suggestions or things you feel the product is missing, and they will generally show you how to achieve what you want, or in some cases, introduce it as a feature in a later update.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
The platform itself is very complicated. It probably can't function well without being complicated, but there is a big training curve to get over before you can effectively use it. Even I'm not sure if I'm effectively using it now.
The suggested model DataRobot deploys often not the best model for our purposes. We've had to do a lot of testing to make sure what model is the best. For regressive models, DataRobot does give you a MASE score but, for some reason, often doesn't suggest the best MASE score model.
The software will give you errors if output files are not entered correctly but will not exactly tell you how to fix them. Perhaps that is complicated, but being able to download a template with your data for an output file in the correct format would be nice.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
The Darktrace toolset is very expansive, allowing it to handle many different tasks, but this leads to a user interface that is sometimes not at all intuitive. Icons don't always make sense visually, and the associated tool tips do not always provide enough detail on what action the button performs
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Darktrace support is excellent in my experience. They send a competent engineer on-site to provide on-boarding training. They were also very responsive in responding to questions and concerns. Having an individual point of contact who is a competent network and security engineer is not a common experience, at least for me.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
As I am writing this report I am participating with Datarobot Engineers in an complex environment and we have their whole support. We are in Mexico and is not common to have this commitment from companies without expensive contract services. Installing is on premise and the client does not want us to take control and they, the client, is also limited because of internal IT regulations ,,, soo we are just doing magic and everybody is committed.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
We did NOT select Darktrace. OSSIM/AlienVault is a more mature product and it provided better intelligence and reporting. The end user interface is much easier to use - and you can tell built form engineers who have had to do the work. My suggestion for anyone considering Darktrace, is to get the price upfront; do a 30/60 onsite trail; and do the same thing, at the same time, with AlienVault. AlientVault will win every time. I say that because that's exactly what I did.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
I've done machine learning through python before, however having to code and test each model individually was very time consuming and required a lot of expertise. The data Robot approach, is an excellent way of getting to a well placed starting point. You can then pick up the model from there and fine tune further if you need.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
One big positive is how it helps us with the security assessments that clients have done on us. They are looking to see if we know how we might have unusual/malicious traffic running on the network.
If you have a small network and only need 1 appliance, it can be a good ROI and peace of mind.
You could go down a hole in trying to spend time looking at all of your traffic with this software. You need to focus only on what it is showing as potential bad traffic.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
