The 7 Biggest Big Data Security Problems For 2022
IT security managers say remote work is going to be the No.1 cybersecurity issue in 2022. However, what Big data challenges will companies face within the next year? And how will companies employ data security effects that resolve these challenges?
We examined the findings of GetApp’s 2020 State of Data Security Report, among the biggest surveys of its type. Eighty-three IT security managers participate from the accounts, which forecast, among other items, the largest big data security challenges for the next calendar year. How can companies react to such challenges and implement huge data security changes beginning now?
1. Real-Time Compliance
Firms rely on analytics to discover correlations between data sets and create insights, but a lot of the data comes from several places and needs systems to extract and transport data to a destination. This presents multiple security challenges.
Among the biggest data security changes for 2021 would be real-time compliance which alarms businesses of several compliance-related problems like data over-sharing or other regulatory violations.
Many companies already have compliance protocols for big data, but maybe not in real life. Slower approaches could prove expensive, particularly with ever-growing data government laws and hefty penalties for non-compliance.
In general, awareness of data privacy regulations among IT professionals enhanced 2020 — 78 percent of specialists are now knowledgeable about GDPR along with also the California Consumer Privacy Act (CCPA), based on GetApp’s report — but companies still should employ data security fluctuations such as real-time compliance when utilizing ETL and additional data integration approaches from 2021.
2. Data Categorization Alternatives
GetApp’s report notes categorizing big data as ‘people’, ‘internal,’ and ‘confidential’ shows inadequate for restricting data access and stopping data breaches. data categorization may be effective for regulatory and compliance functions, but other approaches prove more effective for general data governance.
Eighty-two percent of organizations in the report regularly categorize data, and 62 percent provide workers access to this data although they do not need it. GetApp urges authentication procedures and data access controls (like the ones outlined in another section) as more effective weapons in the fight against data breaches.
3. Job-Critical Data Access
Businesses that allow employees complete access to big data are somewhat more inclined to report a data breach than firms that restrict data access, according to GetApps’s report. Workers, therefore, should only get data essential for their job function.
The report shows that 51 percent of reported data breaches occur at companies that enable employees complete access to big data. That is more than four times greater than firms that restrict data accessibility (12.5 percent). Data security changes such as managing accounts members using an ETL or alternative data integration techniques could restrict data breaches significantly.
Google, as an instance, expects its workers won’t go back to the workplace until at least summer. In GetApp’s report, 45 percent of IT security managers stated distant labor security is the largest danger for 2021, highlighting the requirement for significant data security fluctuations across all businesses.
4. Data Encryption
Among the biggest data security changes recently is data encryption, which, among other things, enables companies to extract and load data from 1 place to a data warehouse without exposing it to unauthorized persons. Anticipate data encryption uptake to grow further as organizations prepare data compliance in 2021.
Up to now, some companies have resisted info encryption. But just how much longer can they hold out? Option data security methods such as password recovery programs cost money and cosmetics component of an obsolete hazard version .’ Data encryption shows more efficient when dealing with data that is big.
5. Industry-Specific Data Security Changes
Substantial data security changes are significant for the accounting sector – the riskiest business for cyberattacks in 2020. Sixty-three percent of respondents at GetApp’s report who are employed in accounting reported that a ransomware assault in the past 12 months -well over the 28 percent industry-wide average.
According to the report, the next highest at-risk sectors are:
- Banking and financial services
- IT services
- Digital marketing
These businesses rely on big data for analytics so companies will need to strengthen existing large data security versions. Nonetheless, these adjustments must be industry-specific. By way of instance, financial firms should probably look at making a larger investment in real-time compliance methodologies in contrast to, say, instructional institutions.
Among the biggest data security changes in 2020 has been the growth of authentication methods to confirm employees who access raw data and analytics, a trend seen across all aspects of data management. Based on GetApp’s report:
- 82 percent of companies used two-factor authentication in 2020.
- 53% utilized biometric data security, such as facial recognition and fingerprints — up from 27% in 2019.
Authenticating access to large data prevents cyber dangers and data breaches.
7. Wider Data Security Changes Across the Board
GetApp’s report shows that 86 percent of guys be worried about large data privacy, a 12 percent gain from a similar analysis GetApp conducted in July. Organizations realize the significance of:
- Protecting customer data
- Protecting company data
- The impact of COVID-19 on data security
- Customer expectations
- Data privacy regulations
Organizations that implement data security fluctuations can fix these challenges when dealing with big data in 2021.