LogicHub, a pioneer in applying advanced automation, machine learning and artificial intelligence to improve security operations, today announced the launch of AuDRA (Autonomous Detection & Response Assistant), the industry’s first solution to apply AI-driven threat hunting bots to proactively detect threats, anomalies, and attacks from limitless security events across network, cloud, endpoint, and hybrid data sources. LogicHub is the first to apply bot technology to automate the process of creating threat detection playbooks to augment security teams and act as a force multiplier.
“The program learns, adapts, and improves each day – and then executes hundreds or thousands of times faster than any human possibly could.”
Overburdened and often under-resourced security teams must contend with threats and alerts from dozens of legacy security products, dealing with redundancy, noise, alert fatigue, and huge numbers of false positives, which undermine security effectiveness. LogicHub AuDRA addresses these challenges by applying advanced AI, machine learning, and automation to distinguish threats from millions of security events and take action to stop attacks at machine speed and machine scale.
“Companies across the globe are realizing that they need a different solution to the ever-evolving threat landscape along with a growing staffing shortage,” said Kumar Saurabh, CEO and Co-Founder of LogicHub. “The scale of our environments will only get more complex, with more data, so we need to automate as much as possible.”
Gartner has recognized LogicHub1 as an innovator in AI attack detection and has recommended that emerging technologies “should improve adoption of AI-enabled solutions by moving away from a “black-box” approach toward explainable and customizable AI models that can be tuned based on analyst feedback.”
LogicHub’s decision automation is built on deep neural net architecture. Expert security analysts can encode advanced techniques and insights into the program, which progressively learns and updates its own logic to make more accurate decisions.
“Decision automation is all about teaching the machine the human-based logic,” Saurabh explains. “The program learns, adapts, and improves each day – and then executes hundreds or thousands of times faster than any human possibly could.”
LogicHub AuDRA is unique in automating threat detection with:
- An interactive bot-based system that creates playbooks within minutes or hours, instead of days or weeks, based on selections, and feedback from human analysts.
- Interactive machine learning algorithms that capture input from human expertise, while dynamically establishing baselines for granular anomaly detection.
- AI decision automation and factor analysis that can effectively score risk factors, based on human input, across billions of data points, while minimizing noise and false alerts.
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LogicHub delivers this advanced threat detection through both its SOAR platform and MDR services.
1 Gartner®, “Emerging Technologies: Tech Innovators in AI in Attack Detection – Demand Side,” by Swati Rakheja, Mark Driver, Elizabeth Kim, Published 2, November 2021.
Founded by seasoned cybersecurity veterans from ArcSight and Sumo Logic, LogicHub is built on the principle that every decision process for threat detection and response can and should be automated. LogicHub’s managed detection and response (MDR) service is built on the LogicHub XDR/SOAR platform, which can be leveraged as a service or deployed as an independently managed platform.