Click here to close now.




















Welcome!

@BigDataExpo Authors: Dana Gardner, Liz McMillan, Pat Romanski, Elizabeth White, Richard Napolitano

Related Topics: @BigDataExpo, Cloud Security, SDN Journal

@BigDataExpo: Article

The Role of Big Data in Threat Detection

The promise of Big Data lies in the ability to derive insight, reduce risk, and improve future security performance

Arriving at Actionable Insight: The Role of Big Data in Threat Detection

According to Gartner, Big Data refers to "high volume, high velocity, and/or high variety information assets" - and, this is the key - "that require new forms of processing to enable enhanced decision making, insight discovery and process optimization." While Big Data may seem like an invaluable tool that all security teams should try to leverage, it is not practical for everyone to attempt to harness it on their own. Finding insight from data is rarely as simple as it seems. We are still in the early stages of the Big Data revolution, with people only now beginning to understand what is possible, and what it takes to get there. Simply investing in tools and development is not enough. The fact is security teams are still struggling to identify and respond to incidents in an effective way. The Verizon Data Breach Investigations Report of 2013 noted that outside parties, whether it be a telecom provider, credit card issuer, third-party vendor or the FBI, were responsible for 70% of data breach notification, demonstrating that security teams are still missing the signs of detrimental threats that face organizations each and every day.

There is clearly promise in Big Data, but how do organizations get there? First, there is a need for human talent and expertise, as tools alone are not enough. Beyond creating a security operations center (SOC) to coordinate a cyber security strategy, it is critical for organizations to employ a data scientist or someone who is capable of consuming and analyzing the information to create effective models for identifying threats. Unfortunately, there is a vast talent gap in the field of data science, particularly at the intersection of data and security. There are also technical hurdles preventing development. Integrating high volumes and varieties of data sources and formats, both internal and external, into a security framework requires both technical expertise and resources. In many ways, these programs are for select organizations. Enterprises must facilitate financial resources, technical know-how, and data science expertise to execute a holistic and effective Big Data program.

The promise of Big Data lies not in the collection of millions of records, but in the ability to derive insight, reduce risk, and improve future security performance. So, if the barriers to an internal Big Data program are high, but the potential benefits are great, how do we arrive at the insight needed to reduce risk and improve future security performance? Fortunately, there are options available for organizations to gain these advantages without having to make the commitment to a full-scale Big Data program.

One emerging option is the possibility of Big Data as a Service (BDaaS). Through the perimeterless nature of the Internet, vendors can access, analyze, and provide actionable insight into potential - or even future - threats. For example, card issuers often turn to outside vendors for Common Point of Purchase (CPP) analysis to detect potential fraud associated with theft or breach. By outsourcing the collection and analysis, businesses can streamline their path to insight.

Organizations of all sizes face challenges of data collection and analysis on a daily basis. In order to gain insight from data, companies must invest in the tools, strategies, and staff needed to make sense of accessible information. Once the appropriate protocol is in place, insight from Big Data may function as a way of reducing risk, protecting enterprises from our hostile threat landscape.

More Stories By Stephen Boyer

Stephen Boyer cofounded BitSight in 2011 and serves as Chief Technology Officer. Prior to founding BitSight, he was President and Cofounder of Saperix, a company spun out of the MIT Lincoln Laboratory focused on vulnerability and network topology risk analysis. Saperix was acquired by FireMon in 2011.

While at the MIT Lincoln Laboratory, Stephen was a member of the Cyber Systems and Technology Group where he led R&D programs solving large-scale national cybersecurity problems. His work at the MIT Lincoln Laboratory included research, development, and evaluation of next generation intrusion detection correlation architectures, attack graph vulnerability analysis, large-scale cyber situational awareness, security risk measurement, and cyber simulation and testing.

Prior to joining the MIT Lincoln Laboratory, Stephen designed, developed, and tested products at one of the earliest Linux startup companies, Caldera Systems.

Stephen holds a Bachelors degree in Computer Science from Brigham Young University and Master of Science in Engineering and Management from the Massachusetts Institute of Technology.

Comments (0)

Share your thoughts on this story.

Add your comment
You must be signed in to add a comment. Sign-in | Register

In accordance with our Comment Policy, we encourage comments that are on topic, relevant and to-the-point. We will remove comments that include profanity, personal attacks, racial slurs, threats of violence, or other inappropriate material that violates our Terms and Conditions, and will block users who make repeated violations. We ask all readers to expect diversity of opinion and to treat one another with dignity and respect.


@BigDataExpo Stories
With SaaS use rampant across organizations, how can IT departments track company data and maintain security? More and more departments are commissioning their own solutions and bypassing IT. A cloud environment is amorphous and powerful, allowing you to set up solutions for all of your user needs: document sharing and collaboration, mobile access, e-mail, even industry-specific applications. In his session at 16th Cloud Expo, Shawn Mills, President and a founder of Green House Data, discussed h...
One of the hottest areas in cloud right now is DRaaS and related offerings. In his session at 16th Cloud Expo, Dale Levesque, Disaster Recovery Product Manager with Windstream's Cloud and Data Center Marketing team, will discuss the benefits of the cloud model, which far outweigh the traditional approach, and how enterprises need to ensure that their needs are properly being met.
"We have been in business for 21 years and have been building many enterprise solutions, all IT plumbing - server, storage, interconnects," stated Alex Gorbachev, President of Intelligent Systems Services, in this SYS-CON.tv interview at 16th Cloud Expo, held June 9-11, 2015, at the Javits Center in New York City.
The essence of cloud computing is that all consumable IT resources are delivered as services. In his session at 15th Cloud Expo, Yung Chou, Technology Evangelist at Microsoft, demonstrated the concepts and implementations of two important cloud computing deliveries: Infrastructure as a Service (IaaS) and Platform as a Service (PaaS). He discussed from business and technical viewpoints what exactly they are, why we care, how they are different and in what ways, and the strategies for IT to tran...
Discussions about cloud computing are evolving into discussions about enterprise IT in general. As enterprises increasingly migrate toward their own unique clouds, new issues such as the use of containers and microservices emerge to keep things interesting. In this Power Panel at 16th Cloud Expo, moderated by Conference Chair Roger Strukhoff, panelists addressed the state of cloud computing today, and what enterprise IT professionals need to know about how the latest topics and trends affect t...
"Our biggest growth area has been the security services, the managed services - the things that differentiate us in the market that there is no client that's too small and there's no client that's too big," explained Paul Mazzucco, Chief Security Officer at TierPoint, in this SYS-CON.tv interview at 16th Cloud Expo, held June 9-11, 2015, at the Javits Center in New York City.
SYS-CON Events announced today that HPM Networks will exhibit at the 17th International Cloud Expo®, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. For 20 years, HPM Networks has been integrating technology solutions that solve complex business challenges. HPM Networks has designed solutions for both SMB and enterprise customers throughout the San Francisco Bay Area.
"We do data integration for B2B also application to application, and we do data management and enable Big Data," explained Pat Adamiak, Vice President, Product Marketing at Liaison Technologies, in this SYS-CON.tv interview at 16th Cloud Expo, held June 9-11, 2015, at the Javits Center in New York City.
The Cloud industry has moved from being more than just being able to provide infrastructure and management services on the Cloud. Enter a new era of Cloud computing where monetization’s services through the Cloud are an essential piece of strategy to feed your organizations bottom-line, your revenue and Profitability. In their session at 16th Cloud Expo, Ermanno Bonifazi, CEO & Founder of Solgenia, and Ian Khan, Global Strategic Positioning & Brand Manager at Solgenia, discussed how to easily o...
For IoT to grow as quickly as analyst firms’ project, a lot is going to fall on developers to quickly bring applications to market. But the lack of a standard development platform threatens to slow growth and make application development more time consuming and costly, much like we’ve seen in the mobile space. In his session at @ThingsExpo, Mike Weiner, Product Manager of the Omega DevCloud with KORE Telematics Inc., discussed the evolving requirements for developers as IoT matures and conducte...
"We've just seen a huge influx of new partners coming into our ecosystem, and partners building unique offerings on top of our API set," explained Seth Bostock, Chief Executive Officer at IndependenceIT, in this SYS-CON.tv interview at 16th Cloud Expo, held June 9-11, 2015, at the Javits Center in New York City.
It is one thing to build single industrial IoT applications, but what will it take to build the Smart Cities and truly society-changing applications of the future? The technology won’t be the problem, it will be the number of parties that need to work together and be aligned in their motivation to succeed. In his session at @ThingsExpo, Jason Mondanaro, Director, Product Management at Metanga, discussed how you can plan to cooperate, partner, and form lasting all-star teams to change the world...
Public Cloud IaaS started its life in the developer and startup communities and has grown rapidly to a $20B+ industry, but it still pales in comparison to how much is spent worldwide on IT: $3.6 trillion. In fact, there are 8.6 million data centers worldwide, the reality is many small and medium sized business have server closets and colocation footprints filled with servers and storage gear. While on-premise environment virtualization may have peaked at 75%, the Public Cloud has lagged in adop...
SYS-CON Events announced today that Agema Systems will exhibit at the 17th International Cloud Expo®, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. Agema Systems is the leading provider of critical white-box rack solutions to data centers through the major integrators and value added distribution channels.
Converging digital disruptions is creating a major sea change - Cisco calls this the Internet of Everything (IoE). IoE is the network connection of People, Process, Data and Things, fueled by Cloud, Mobile, Social, Analytics and Security, and it represents a $19Trillion value-at-stake over the next 10 years. In her keynote at @ThingsExpo, Manjula Talreja, VP of Cisco Consulting Services, discussed IoE and the enormous opportunities it provides to public and private firms alike. She will share w...
Growth hacking is common for startups to make unheard-of progress in building their business. Career Hacks can help Geek Girls and those who support them (yes, that's you too, Dad!) to excel in this typically male-dominated world. Get ready to learn the facts: Is there a bias against women in the tech / developer communities? Why are women 50% of the workforce, but hold only 24% of the STEM or IT positions? Some beginnings of what to do about it! In her Opening Keynote at 16th Cloud Expo, S...
In the midst of the widespread popularity and adoption of cloud computing, it seems like everything is being offered “as a Service” these days: Infrastructure? Check. Platform? You bet. Software? Absolutely. Toaster? It’s only a matter of time. With service providers positioning vastly differing offerings under a generic “cloud” umbrella, it’s all too easy to get confused about what’s actually being offered. In his session at 16th Cloud Expo, Kevin Hazard, Director of Digital Content for SoftL...
Business as usual for IT is evolving into a "Make or Buy" decision on a service-by-service conversation with input from the LOBs. How does your organization move forward with cloud? In his general session at 16th Cloud Expo, Paul Maravei, Regional Sales Manager, Hybrid Cloud and Managed Services at Cisco, discusses how Cisco and its partners offer a market-leading portfolio and ecosystem of cloud infrastructure and application services that allow you to uniquely and securely combine cloud busine...
Even as cloud and managed services grow increasingly central to business strategy and performance, challenges remain. The biggest sticking point for companies seeking to capitalize on the cloud is data security. Keeping data safe is an issue in any computing environment, and it has been a focus since the earliest days of the cloud revolution. Understandably so: a lot can go wrong when you allow valuable information to live outside the firewall. Recent revelations about government snooping, along...
"CenturyLink brings a full suite of services to the table and that enables us to be an IT service provider," explained Jeff Katzen, Director of the Cloud Practice at CenturyLink, in this SYS-CON.tv interview at 16th Cloud Expo, held June 9-11, 2015, at the Javits Center in New York City.