Share with your friends










Submit

Analytics Magazine

Survey: Security analytics challenging but effective

Security analytics solutions are delivering deeper visibility into organizations’ security data than ever before, but deployment and day-to-day usage remain challenging, according to a new Ponemon Institute survey sponsored by SAS.

“There has been much said about the promise of security analytics to improve security operations,” says Larry Ponemon, chairman and founder of Ponemon Institute. “This is one of the first studies to deeply examine actual use of these solutions and identify where organizations are succeeding and struggling.”

Most responding IT and IT security practitioners believe security analytics solutions have greatly improved their organizations’ overall security posture. They said the solutions make it easier to reduce false positives and to spot and stop anomalous traffic. However, these improvements come with challenges, starting with implementation. More than half of respondents (56 percent) characterized their initial deployments as “difficult” or “very difficult.” Among them, 65 percent cited the configuration and/or tuning required to make the system usable.

“Nearly all solutions require initial configuration and tuning for optimal performance,” says Stu Bradley, vice president of Cybersecurity Solutions at SAS. “Organizations can avoid many pitfalls by clearly defining workflows and project goals before starting an implementation.”

Respondents also cited data issues as deployment obstacles, with about half (51 percent) noting “too much data” and 45 percent indicating problems accessing the required data.

Even beyond deployment, a significant majority (65 percent) pointed to data challenges, top among them data quality (cited by 66 percent of the respondents), data integration (65 percent) and data volume (55 percent).

“Organizations often want to jump immediately to the analytic output, shortcutting initial steps required to get the data right,” Bradley adds. “But if they don’t appropriately address the data up front, they’ll suffer for it later and face major challenges deriving what they expect from their security analytics solution.”

Respondents reported gaps between threats they want their solutions to detect and those they’re actually finding. They identified data exfiltration (cited by 50 percent of the respondents), adversary reconnaissance (40 percent), adversary lateral movement (36 percent) and malicious insiders/insider threats (36 percent) as most important for their security analytics solution to detect. Yet none of those are among the threats their solutions are proving most adept at detecting, which they specified as account compromise (named by 50 percent of respondents), privilege escalation (48 percent) and malware deployment/delivery (46 percent).

“When you look at these security objectives, they’re all very different – and they each bring fundamentally different data into play,” Bradley adds. “That speaks to the breadth and depth of analytic sophistication needed for an organization to develop all the right capabilities. Success requires a confluence of different analytic disciplines and a carefully plotted road map for maturing analytic capabilities. With such a road map, organizations can make the most of their limited security resources.”

Although current solutions don’t seem to be living up to the hype, organizations are already deriving tremendous benefit from security analytics. Among respondents, 61 percent consider security analytics critical to their cyber defenses, and 71 percent expect to expand its use over the next year.

“With security analytics still in its infancy, this survey is a critical benchmark,” says Ponemon. “It shows we’ve come a long way in a short period, but the industry hasn’t yet mastered the complexity. With this user pulse reading, though, the industry’s call to action becomes clear.”

“Security analytics clearly isn’t as effective as security practitioners need it to be,” Bradley adds. “Addressing these challenges calls for a ‘lifecycle’ approach – one that doesn’t just focus on data and algorithms. What we need is a consistent, governed process for deploying analytics. And the analytics must be consumable across a broad range of resources. It’s a difficult challenge. But building analytic sophistication ultimately pays off in improving organizations’ ability to discover, detect, investigate and respond to security events in a reliable, repeatable way.”

Related Posts

  • 57
    Four analytic technologies recently patented by analytic software firm FICO are being incorporated into solutions for cyber security, the Internet of Things (IoT), model governance and optimization.
    Tags: data, analytics, security, solutions
  • 56
    Most business leaders today believe in the value of using data and analytics (D&A) throughout their organizations, but say they lack confidence in their ability to measure the effectiveness and impact of D&A, and mistrust the analytics used to help drive decision-making, according to a new survey from KPMG International.
    Tags: analytics, percent, organizations, data
  • 56
    The CUNY School of Professional Studies is offering a new online master of science degree in data analytics. The program prepares its graduates for high-demand and fast-growing careers as data analysts, data specialists, business intelligence analysts, information analysts and data engineers in such fields as business, operations, marketing, social media,…
    Tags: data, analytics
  • 54
    Trilce Encarnación, who is pursuing a Ph.D. in transportation engineering at the Rensselaer Polytechnic Institute, was named the winner of the Student Analytical Scholar Competition sponsored by the Analytics Society of INFORMS and supported by SAS.
    Tags: analytics, sas
  • 54
    Benjamin Franklin offered this sage advice in the 18th century, but he left one key question unanswered: How? How do you successfully drive a business? More specifically, how do you develop the business strategy drivers that incite a business to grow and thrive? The 21st-century solution has proven to be…
    Tags: data, analytics

Analytics Blog

Electoral College put to the math test


With the campaign two months behind us and the inauguration of Donald Trump two days away, isn’t it time to put the 2016 U.S. presidential election to bed and focus on issues that have yet to be decided? Of course not.

Headlines

Stereotypes hold back girls’ interest in STEM subjects

New research from Accenture reveals that young people in the United Kingdom and Ireland are most likely to associate a career in science and technology with “doing research” (52 percent), “working in a laboratory” (47 percent) and “wearing a white coat” (33 percent). The study found that girls are more likely to make these stereotypical associations than boys. Read more →

Gartner: Connected ‘things’ will jump 31 percent in 2017

Gartner, Inc. forecasts that 8.4 billion connected things will be in use worldwide in 2017, up 31 percent from 2016, and will reach 20.4 billion by 2020. Total spending on endpoints and services will reach almost $2 trillion in 2017. Regionally, China, North America and Western Europe are driving the use of connected things, and the three regions together will represent 67 percent of the overall Internet of Things (IoT) installed base in 2017. Read more →

U.S. News: Analytics jobs rank among the best

When it comes to the best business jobs, analytics- and operations research-oriented disciplines dominate the list, according to U.S. News & World Report’s rankings of the “2017 Best Jobs.” In order, the top five “best business jobs” listings include: 1. statistician
, 2. mathematician
, 3. financial advisor, 
4. actuary, and 
5. operations research analyst. Read more →

UPCOMING ANALYTICS EVENTS

INFORMS-SPONSORED EVENTS

CONFERENCES

2017 INFORMS Business Analytics Conference
April 2-4, 2017, Las Vegas

2017 INFORMS Healthcare Conference
July 26-28, 2017, Rotterdam, the Netherlands

CAP® EXAM SCHEDULE

CAP® Exam computer-based testing sites are available in 700 locations worldwide. Take the exam close to home and on your schedule:


 
For more information, go to 
https://www.certifiedanalytics.org.