A cognitive approach to security

Human Intelligence at Machine Scale

SparkSecure® adds a cognitive layer to traditional security solutions, increasing the operational efficiency and knowledge retention of your incident response and security analyst teams. Essentially, SparkSecure® does much of what a human security analyst can do, but at machine speed and Big Data scale.

Identify New Attacks Automatically

With over 45,000 zero-day attacks occurring every day, solutions that rely solely on signature matching are behind the times. A threat that is brand new has no known signature, so it can’t be caught by systems that simply look for signatures. SparkSecure® does more.
SIEM systems – even those with rudimentary machine learning capabilities – still require the security analyst to do a lot of work in formulating the right queries, on the right data. But human security analysts simply can’t research all threats, determine their validity and priority, and plot remediation steps. The number of false positives and SIEM tickets associated with these alerts can be overwhelming. With its sophisticated Natural Language Processing (NLP) and automated research capabilities, SparkSecure® can help.

360° Protection

  • Identifies unknown, zero day attacks including insider threats
  • Minimizes human errors with accurate and trustworthy information
  • Delivers consistent & accurate remediation answers that can be applied consistently throughout the environment

Reduce costs associated with security teams

  • Reduces time to close a SIEM ticket through automated research
  • Minimizes the number of tickets to close/research
  • Scales security admins research capabilities via in-context advice

Improves knowledge retention

  • Watson trained on “tribal” knowledge reduces impact of attrition

Improves operational efficiencies via predictive analytics

  • Helps with capacity planning by anticipating security related volumes
  • Free up capacity currently used to serve unwarranted traffic / scan requests

How does SparkSecure® Learn?

SparkSecure® works by collecting massive amounts of structured and unstructured data – both from SparkCognition Honeypots in the cloud and from your own data – and applying patent-pending machine learning and AI algorithms to find trends, patterns and anomalies. We call it Automated Signature Construction. And while SparkSecure® knows about existing signatures that weed out easily identifiable threats, it looks beyond these to threat behavior to determine if something out of the ordinary is happening.

Predictive Threat Intelligence

SparkSecure® doesn’t just look at your logs. It aggregates threat intelligence from the web and data from our own Cognitive Security Repository to constantly identify emerging types of attacks. Patent-pending “Cognitive Fingerprinting” machine-learning algorithms learn from this curated data. Starting from this vast base of knowledge, SparkSecure® analyzes activity from your logs to identify never before seen threats, and predict future attack trends for your assets.

Automated Research, Prioritization, and Remediation

Once threats are identified, they are automatically researched using a variety of techniques to reduce false positives. Each researched threat is also given a score to help your security analysts prioritize their efforts. Then, defensive strategies to protect against these threats are generated and delivered in the form of immediately applicable Linux security configuration, including web server policies, remote login policies and more. As attacks unfold on the open internet, additional insights are developed and used to constantly adapt and improve policies and rules.

In-Context, Conversational Advisory via IBM’s Watson

SparkCognition has trained Watson on a large corpus of security content and relevant product data, transforming Watson into an intelligent advisor that draws from trusted literature to protect customers against diverse threats. Your security analysts simply query Watson using natural language and Watson provides – not a set of results – but an answer. Our capabilities combined with IBM Watson yield a perpetually evolving and learning, virtual security expert within your virtual machines, your physical servers and cloud instances. Better yet, Watson will never leave you and join the competition or get hit by a bus. The knowledge acquired stays within your company forever.

We do Hybrid Clouds!

SparkSecure® can be delivered as a cloud service or an on-premise application


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