In the society that’s highly driven by information than it had ever been, data science has been making up its place with a high pace in the world’s industries. A midst the various events regarding security that prevail around, there has already been an initiative for developing frameworks that could support best practices and appropriate cybersecurity standards. Analyzing the best ways to deal with security and big /data is going to be the major concern of this discussion.

The major motive behind this is certainly to prevent various cybercriminals and funded hackers from all over the globe that has been interfering into financial systems, economies and national security for various nations. In the present day big data environment, Cybersecurity has been regarded to face a multitude of challenges and need to be dealt with extreme smartness, diligence and smarter technologies. Certainly, this opens up the doors for several interesting opportunities.

Far more than a “Buzzword”

The deeper you mine into big data; you would be available with lots and lots of usable data that is massively created worldwide across various industries, data science training in pune helps you with that. While this influx of information holds on to great advantages for government agencies and business units, including lowered costs, better-managed sales and operations, cybercriminals tend to utilize these details for various unethical purposes.

Cyber Security and Big Data

Big data has long taken up its considerable role into preventing various advisories from makings unauthorized or unethical use of any data they are seized from accessing. It had been performing perfectly for preserving military intelligence, personal and financial data and trade secrets that may be available via systems through all possible risk levels.

Intelligence-driven technology is being appreciated and encouraged among organizations in order to obtain a broader view of the vulnerabilities and risks. This would require analyzing cloud-based calendars and documents; threat intelligence feeds, social network activity logs, information feeds that are website generated and other non-traditional sources of information regarding security.

The advantages of big data actually prevail in its ability to analyze massively occurring potential security events and relating then in order to prepare a prioritized list of probable threats. With the help of big data, even the pieces of information that may seem to belong to entirely different poles could be connected to form a clear picture of everything. This is perfect for enabling cybersecurity professionals to step far ahead of possible threats and prevent any attacks from being executed.

However, just like cybersecurity teams and other organizations, hackers are also utilizing big data to improve their efficiency. With the help of sophisticated technologies, they have still made out ways to distil data from various computers that may be Trojan infected. Cybercriminals have come up with plugins to query databases for transferring various information that includes credit card numbers, social security numbers, or bank URLs to a separate database that is easily accessible by them.

Along with this, they are coming up with various other ways for data mining and illicit gains. They are also utilizing it to monitor processes and improving their own efficiency. They make use of big data to learn better about breached databases, infected machines and compromised information systems. They make its use for spotting failures, trends and success and turn their next attack to be more effective.

Preparation and Prevention

There need to be a few solutions as to how cybersecurity professionals could stay a step ahead of unethical hackers. Here are a few strategies for prevention and preparation:

  • Awareness could be regarded as the primary line of defence in order to prevent any type of cybercrime in the prevailing era of big data. One of the most recent surveys has revealed that most of the cybersecurity professionals know that they are highly required to take up steps with regards to cybersecurity. However, they are not really sure about what they need to do.
  • Organizations should look forward towards integrating technical solutions and customized processes which could gear up to the specific risks and requirements to collect, store, process, share and analyze data.
  • It would be considered to integrate big data analytics with a solid infrastructure that can avail and develop appropriate security solutions. Comprising an expert IT staff to deploy them would surely help.
  • Further, you would need to strengthen cybersecurity teams that consist of proficiently skilled data scientists and experts for analytics.
  • Any future investments with regards to technology should give appropriate consideration to analytics-based solutions that are also flexible and could potentially change as per the evolution of security threats and business requirements.  

Critical Framework for Cybersecurity

There is a potential framework for incorporating data science into cybersecurity. Realizing the advantages of cybersecurity, this framework seeks to meet up the following points:

  • Risk Identification and Assessing its Consequences

Organizations may analyze their assets as per the prevailing probability for any attacks. Later, by assessing the possible consequences of an attack, they would be equipped even better for developing appropriate models that comply with the excellent action plans.

  • Safeguarding Information

Firewalls had been long used to address this aspect. However, from the perspective of data science, in order to protect information; you would require algorithms that could identify patterns and consider several specific patterns to block.

  • Intrusion Detection

 It is essential to develop a system that is data-based and can identify problems within a network and trigger solutions and appropriate responses for them. It will not only help in analyzing their effectiveness but also get to the most appropriate solution for the breach.

  • Business Recovery

Data scientists could be involved in business continuity and resilience, which are considered to be some of the even important elements of any breach.

Big data tends to hold on to advantages or both underworld of hackers and to the ethical world of business. With continuous investments in technology, efforts and awareness cybersecurity professionals could win over the battle against this one and various other complex challenges that may prevail. However, when security and big data are considered, there is still a long way to go until the destination arrives.

Author's Bio: 

I am a professional writer and loves to write on different topics like SEO, Health, Money Making,Games, Fashion, Product Reviews etc. It is my Hobby and passion.

M.B Qasim Shehzad Ch