大数据安全市场 - 增长、趋势、COVID-19 影响和预测 (2023-2028)

在预测期内，大数据安全市场预计将以 17.95% 的复合年增长率增长。

安全性是限制公司选择在本地、云和虚拟环境中部署大数据的一个关键问题。

主要亮点

• 大数据对企业和网络犯罪分子构成威胁，因为当网络犯罪分子以大型数据集为目标时，回报往往超过突破安全层所需的努力。它具有巨大的潜力。 这就是大数据对企业和网络犯罪分子具有巨大潜力的原因。 通过瞄准如此庞大的数据集，网络犯罪分子可以获得更多收益。 因此，如果企业在没有足够安全措施的情况下受到攻击，将会损失惨重。
• 许多公司，尤其是那些处理大量数据的公司，需要传统的数据挖掘和网络攻击对抗工具和技术。 因此，网络安全专业人员正在转向大数据分析。 大数据环境是脆弱的，并且是入侵者的宝贵目标，因为数据从数据源（例如 CRM 和传感器）路由到数据存储和分析。
• 公司使用 Hadoop 开源框架等部署大数据平台，但这些框架需要全面的安全计划。 固有机制有局限性，可能需要比数据加密更安全。 许多科技公司正在将云解决方案推向市场以解决这个问题。 例如，2021 年 8 月，McAfee Enterprise 宣布 MVISION Cloud 将提供名为 MVISION Unified Cloud Edge (UCE) 的安全访问服务边缘 (SASE)。 该解决方案利用基于 API 的无摩擦云原生方法来扩展 Dynamics 365 的功能以满足企业大数据安全需求。
• 全球 COVID-19 大流行使全球市场受益。 在 COVID-19 大流行之后，预计大数据安全行业将会兴起。 冠状病毒在世界范围内的迅速传播迫使许多组织转向在家工作或远程工作。 在线活动的增加和网络攻击频率的增加导致大量新原始数据的产生，推动了大数据安全市场的增长。

根据Cyber□□ Risk Management的数据，去年上半年美国的数据洩露数量达到了817起。 同期，超过 5300 万人受到数据盗窃的影响，包括数据洩露、洩露和暴露。 由于 COVID 流行以及缺乏对在办公室工作的人的保护和威慑措施（例如互联网安全），越来越多的人在家工作。

大数据安全市场趋势

製造业对数据安全的高要求推动市场增长

• 根据 IBM X-Force 威胁情报研究，这些尝试仅次于 SQL 注入，在某些情况下甚至是出于政治动机。
• 网络攻击是一场席捲製造业的数字流行病，使公司损失了数百万美元的销售额并缩短了生产週期。 去年第三季度，製造业占企业勒索软件事件的 68%。 此外，Dragos 透露，製造业经历的工业勒索软件事件是食品和饮料行业的七倍。 去年的网络攻击迫使 44% 的公司暂时停止生产线。
• 例如，在一家製造风力涡轮机的大公司 Nordex，Conti 勒索软件在去年 4 月攻击了该公司的网络。 该公司已禁用对其风力涡轮机控制和 IT 系统的远程访问，以防止恶意软件传播并限制对其内部网络的损害。
• 德国、美国、中国和印度等政府正在加强自动化和工业控制系统 (ICS)（SCADA、DCS、PLC 等），并专注于智能製造技术。 利用来自传感器和其他工业控制的数据，这些技术创造了一个互联和自动化的环境，以改善做事的方式。
• 物联网 (IoT) 和 BYOD（自带设备）等使製造业更加理性的行业趋势正在成倍地增加网络攻击的可能性。 此类攻击可以通过网络间谍、分布式拒绝服务 (DDOS)、Web 应用程序攻击等方式对製造业的声誉造成严重破坏。 如果违规情况严重，公司可能无法挽回因未采取适当的数据安全措施而造成的损失。

製造业的网络安全风险包括因物理损坏、产品操纵以及知识产权和敏感数据被盗而导致的停机。 虽然在整个製造业中增加工业 4.0 实践将为预测期内的大数据分析开闢更多空间，但据报导，安全威胁是製造业的主要关注点。 上述因素可能会阻止企业采用数字功能，从而为大数据安全解决方案创造空间。

北美市场份额最大

• 包括英特尔等科技巨头在内的大公司越来越多地采用大数据环境。 而在大数据项目方面，白宫已投入超过2亿美元，使其容易受到威胁。 数据洩露事件也在增加，该地区对大数据安全的需求很大。
• 对大数据安全的需求与大数据的安全性成正比，因此产生的大数据越多，对大数据安全市场的需求就越高。 此外，该地区还是最大的创业中心（约有 20,000 家创业公司活跃）。 由于大型高科技公司对大数据安全和云服务的采用率很高，预测期内加拿大对大数据安全的需求将会增加。
• 该地区的行业正在拥抱大数据安全。 该国的超市零售连锁店正在使用大数据来更多地了解他们的客户，并提供增值服务和促销活动，例如折扣和奖励。 加拿大的大数据市场预计到2025年将翻一番，有望成为继美国之后的下一个实质性市场。
• 远程工作的兴起以及该国成千上万家企业缺乏足够的保护，导致许多行业出现大量不良行为者。 例如，2021 年 5 月，一家大众汽车供应商的数据洩露事件曝光，影响了北美超过 330 万客户，其中包含有关贷款资格的信息，以及出生日期记录和社会保险号码。 . 令人惊讶的是，被确认的黑客正寻求以大约 5,000 美元的价格出售数据库的内容。

此外，该地区的各种市场参与者正在采取不同的策略来提高竞争力和市场份额。 例如，去年 8 月，Microsoft Corporation 和 Barclays Bank PLC 宣布，Barclays 已选择 Microsoft Teams 作为其主要协作平台，以实现其在全球主要地点的 120,000 多名员工和服务合作伙伴之间的协作。宣布它是 根据协议，巴克莱银行将整合现有的连接和协作功能，并采用 Teams 取代之前在整个组织中使用的多点解决方案。

大数据安全行业概览

高投入研发和先进创新以最大限度地减少恶意攻击是市场领先供应商获得竞争优势的关键方法。 主要供应商包括 Oracle Corporation、Microsoft Corporation、Broadcom Inc. Symantec Corporation、IBM Corporation 和 Amazon Web Services。 该市场竞争激烈，由多个主要参与者组成，拥有大部分市场份额的参与者专注于在不同地区扩大客户群。

2022 年 7 月，Sekloa 宣布与全球 IT 解决方案聚合商 TD SYNNEX 建立合作伙伴关係。 该合作伙伴关係将使企业能够获得一个完整的解决方案来解决他们的数据保护挑战，提供对其数据的授权和未授权活动的实时跟踪和可见性，并识别可疑活动。识别，改进您的数据安全策略，立即响应安全许可，甚至永久删除以防止数据丢失。

世界上最受欢迎的数据科学平台的创建者 Anaconda Inc. 最近宣布与 Oracle Cloud Infrastructure 建立合作伙伴关係，以集成并允许 Anaconda 在 OCI 机器学习和人工智能服务上的存储库。提供安全和开源的 Python 和 R工具和包。 客户无需单独的营业执照即可使用 OCI 的 Anaconda 服务。

2022 年 11 月，Kindril 与 AWS 合作提高可见性、提高可见性和改进威胁情报，以最大限度地减少和减少检测和解决网络事件的关键事件和停机时间的时间和成本。我们着手处理和技术，以支持快速执行。

其他福利：

• Excel 格式的市场预测 (ME) 表
• 3 个月的分析师支持

内容

第一章介绍

• 调查假设和市场定义
• 本次调查的范围

第二章研究方法论

第 3 章执行摘要

第四章市场动态

• 市场概览
• 市场促进和製约因素介绍
• 市场驱动因素
  • 增加从各种来源生成的业务数据的类型和数量
  • 网络攻击增加对可扩展、高安全性解决方案的需求不断增长
  • 电子商务行业的发展
• 市场製约因素
  • 数据安全意识低
  • 数据安全预算低，引入解决方案的成本高
  • 缺乏安全专业知识和熟练人员
• 行业吸引力 - 波特五力分析
  • 买方/消费者议价能力
  • 供应商的议价能力
  • 新进入者的威胁
  • 替代品的威胁
  • 竞争对手之间的竞争强度
• COVID-19 对市场的影响

第 5 章市场细分

• 按组件
  • 解决方案
  • 按服务
• 按组织规模
  • 中小企业
  • 大公司
• 按最终用户行业
  • 银行、金融服务和保险 (BFSI)
  • 製造业
  • IT/通信行业
  • 航空航天与国防
  • 医疗保健
  • 其他最终用户
• 区域信息
  • 北美
    • 美国
    • 加拿大
  • 欧洲
    • 英国
    • 德国
    • 法国
    • 其他欧洲
  • 亚太地区
    • 中国
    • 澳大利亚
    • 其他亚太地区
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 其他拉丁美洲地区
  • 中东和非洲
    • 阿拉伯联合酋长国
    • 沙特阿拉伯
    • 南非
    • 其他中东和非洲地区

第六章竞争格局

• 公司简介
  • Oracle Corporation
  • IBM Corporation
  • Microsoft Corporation
  • Amazon Web Services
  • Broadcom Inc.（Symantec Corporation）
  • Hewlett Packard Enterprise
  • Thales Group（Gemalto NV）
  • Cloudera Inc.
  • Centrify Corporation
  • Mcafee, LLC
  • Check Point Software Technologies Ltd.
  • Imperva, Inc.
  • Dell Technologies

第七章投资分析

第八章市场机会与未来趋势

The big data security market is expected to register a CAGR of 17.95% over the forecast period. Security is a significant concern that restricts enterprises from opting for big data deployments on-premise, hosted on the cloud, or in virtual environments.

Key Highlights

• When cybercriminals target large data sets, the payoff is frequently well worth the effort required to breach security layers, which is why big data has major potential for businesses and cyber criminals. They have a lot more to gain when they go after such a massive data set. As a result, companies lose a lot more if they are subjected to a cyberattack without adequate security measures.
• Many companies, especially those that deal with huge amounts of data, need traditional data mining and cyber-attack protection tools and techniques.As a result, cybersecurity professionals are increasingly turning to big data analytics. With data being routed through a circuitous path from a data source (such as CRM or sensors) to data storage and analysis, the big data environment is vulnerable and a valuable target for intruders.
• Although enterprises deploy big data platforms using the Hadoop open-source framework or other sources, the frameworks need comprehensive security plans. The inherent mechanisms have limitations that may need to be secured more than just by data encryption; many tech companies are bringing cloud solutions to the market to solve this issue. For instance, in August 2021, McAfee Enterprise announced that MVISION Cloud is a secure access service edge (SASE) offering called MVISION Unified Cloud Edge (UCE). This solution extends the capabilities of Dynamics 365 by utilizing a frictionless API-based cloud-native approach; this demands the security of big data in enterprises.
• The worldwide COVID-19 pandemic benefited the global market. The big data security industry was predicted to rise following the COVID-19 pandemic, as many organizations were forced to switch to working from home and remote working modes due to the fast spread of coronavirus around the globe. As a result of increasing online activity and growth in cyber-attack frequency, masses of new raw data were created, propelling the growth of the big data security market.

According to Cyber Risk Management, the amount of data compromises in the U.S. reached 817 in the first half of last year. During the same period, over 53 million people were harmed by data thefts, including data leaks, breaches, and exposure. In addition to the COVID pandemic, more people are working from home because they don't have the same level of protection or deterrent measures as those who work in an office (e.g., internet security).

Big Data Security Market Trends

High Demands for Data Security in Manufacturing Sector to Drive the Market Growth

• At the application level, a security breach can happen to any company that has a large online presence.Denial-of-service attacks on a company's website or apps are common and can have a big effect on operations all along the supply chain.According to the IBM X-Force Threat Intelligence study, these attempts are second only to SQL injection in frequency, and in some situations, they are even politically driven.
• Cyberattacks are a digital pandemic sweeping the manufacturing industry, costing organizations millions of dollars in sales and hours from the production cycle. In the third quarter of last year, manufacturing accounted for 68% of all business ransomware outbreaks. Furthermore, Dragos revealed that manufacturers experienced seven times the number of industrial ransomware instances in the food and beverage business. Cyberattacks in the last year forced 44% of firms to temporarily shut down their manufacturing lines.
• For example, Nordex, a large company that makes wind turbines, saw a Conti ransomware attack on their network in April of last year. This caused many of their systems to go offline across all of their branches.The company disabled remote access to systems that controlled wind turbines and IT systems in order to stop the malware from spreading and limit the damage to their internal network.
• Governments across regions like Germany, the US, China, and India are focusing on smart manufacturing techniques by increasing automation and industrial control systems (ICS) (like SCADA, DCS, and PLCs). Using data from sensors and other industrial control devices, these techniques create a connected, automated environment and improve how well things work.
• The same industry trends that make manufacturing more streamlined, such as the Internet of Things (IoT) and Bring Your Own Device (BYOD), also exponentially increase the potential for cyber attacks. Such attacks, whether through cyber espionage, distributed denial of service (DDOS), or Web application attacks, can wreak havoc on a manufacturing company's reputation. If the breach is severe enough, a company might never regain its losses due to not taking appropriate data security measures.

The cybersecurity risks to the manufacturing sector include operational downtime due to physical damage, product manipulation, and the theft of intellectual property and sensitive data. Although the growth in industrial 4.0 practices across manufacturing industries provides more scope for big data analytics over the forecast period, security threats are reported to be a major concern for manufacturers. The factors mentioned earlier may discourage companies from incorporating digital capabilities, thus creating scope for big data security solutions.

North America to Hold the Largest Market Share

• Large enterprises, including big tech companies in the region like Intel, increasingly embrace a big data environment. In addition, for Big Data projects, the White House has invested more than USD 200 million to make them vulnerable to threats. Data breaches are also on the rise, so the region's need for big data security is substantial.
• As the demand for big data security is directly proportional to the security of big data, the more big data generated, the higher the demand for the big data security market. Moreover, the region is the biggest start-up hub (with approximately 20,000 active start-ups). The need for Canada's big data security is increasing over the forecast period due to the high adoption rate of big data security and cloud services in major tech companies.
• Industries across the region are adopting big data security. The country's supermarket retail chain uses big data to learn more about its customers and offer value-added services and promotions, such as discounts and rewards. With the big data market expected to double by 2025 in Canada, the region is expected to be a substantial market after the United States.
• With the rise of remote work and the fact that thousands of businesses across the country didn't have the right protections, there were many bad actors in many industries.For example, in May 2021, a data breach at a vendor of Volkswagen came to light, which impacted more than 3.3 million customers in North America and included information about loan eligibility, as well as date-of-birth records and Social Security numbers. Surprisingly, the hacker identified was looking to sell the contents of the database for around USD 5,000.

Furthermore, various market players in the region are involved in various strategies to gain a competitive edge and increase their market share. For instance, in August last year, Microsoft Corp. and Barclays Bank PLC announced that Barclays had chosen Microsoft Teams as its primary collaboration platform, enabling collaboration for over 120,000 employees and service partners in critical locations worldwide. Barclays is consolidating its existing connectivity and collaboration capabilities under the arrangement, with Teams replacing multiple-point solutions previously in use throughout the organization.

Big Data Security Industry Overview

High investment in research and development and advanced technological innovations to minimize malicious attacks is the key approach taken by major market vendors to gain a competitive edge. A few major players include Oracle Corporation, Microsoft Corporation, Broadcom Inc. (Symantec Corporation), IBM Corporation, and Amazon Web Services. The market is highly competitive and consists of several major players-the players with a major share of the market focus on increasing their customer base across different regions.

In July 2022, Seclore announced a partnership with global IT solutions aggregator TD SYNNEX. This partnership will enable enterprises to access complete solutions to solve their data protection challenges with real-time tracking and visibility of both authorized and unauthorized activity on the data to identify suspicious behavior, evolve data security policies, take immediate action on security permissions, and even complete removal to prevent data loss.

Anaconda Inc., which makes the most popular data science platform in the world, recently announced a partnership with Oracle Cloud Infrastructure to deliver safe, open-source Python and R tools and packages by integrating and allowing Anaconda's repository over OCI Machine Learning and Artificial Intelligence Services.Customers can use Anaconda services from OCI without the need for a separate business license.

In November 2022, Kyndryl collaborated with AWS on processes and technologies to support greater visibility, threat intelligence, and faster execution of threat intelligence to minimize and reduce time and money to detect and resolve a major incident and the downtime of a cyber event.

Additional Benefits:

• The market estimate (ME) sheet in Excel format
• 3 months of analyst support

TABLE OF CONTENTS

1 INTRODUCTION

• 1.1 Study Assumptions and Market Definition
• 1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 MARKET DYNAMICS

• 4.1 Market Overview
• 4.2 Introduction to Market Drivers and Restraints
• 4.3 Market Drivers
  • 4.3.1 Increasing Variety And Volume of Business Data Generated from Various Sources
  • 4.3.2 Increasing Cyber-Attacks Demand for Scalable High Security Solutions
  • 4.3.3 Growth of E-Commerce Industry
• 4.4 Market Restraints
  • 4.4.1 Lack of Data Security Awareness
  • 4.4.2 Low Data Security Budget And High Installation Cost of Solution
  • 4.4.3 Lack of Security Expertise And Skilled Personnel
• 4.5 Industry Attractiveness - Porter's Five Forces Analysis
  • 4.5.1 Bargaining Power of Buyers/Consumers
  • 4.5.2 Bargaining Power of Suppliers
  • 4.5.3 Threat of New Entrants
  • 4.5.4 Threat of Substitute Products
  • 4.5.5 Intensity of Competitive Rivalry
• 4.6 Impact of COVID-19 on the market

5 MARKET SEGMENTATION

• 5.1 By Component
  • 5.1.1 Solutions
  • 5.1.2 Services
• 5.2 By Organization Size
  • 5.2.1 Small & Medium Enterprises
  • 5.2.2 Large Enterprises
• 5.3 By End-user Industry
  • 5.3.1 Banking, Financial Services, & Insurance (BFSI)
  • 5.3.2 Manufacturing
  • 5.3.3 IT & Telecommunication
  • 5.3.4 Aerospace & Defense
  • 5.3.5 Healthcare
  • 5.3.6 Other End-users
• 5.4 By Geography
  • 5.4.1 North America
    • 5.4.1.1 United States
    • 5.4.1.2 Canada
  • 5.4.2 Europe
    • 5.4.2.1 United Kingdom
    • 5.4.2.2 Germany
    • 5.4.2.3 France
    • 5.4.2.4 Rest of Europe
  • 5.4.3 Asia-Pacific
    • 5.4.3.1 China
    • 5.4.3.2 Australia
    • 5.4.3.3 Rest of Asia-Pacific
  • 5.4.4 Latin America
    • 5.4.4.1 Brazil
    • 5.4.4.2 Mexico
    • 5.4.4.3 Rest of Latin America
  • 5.4.5 Middle-East & Africa
    • 5.4.5.1 United Arab Emirates
    • 5.4.5.2 Saudi Arabia
    • 5.4.5.3 South Africa
    • 5.4.5.4 Rest of Middle-East & Africa

6 COMPETITIVE LANDSCAPE

• 6.1 Company Profiles
  • 6.1.1 Oracle Corporation
  • 6.1.2 IBM Corporation
  • 6.1.3 Microsoft Corporation
  • 6.1.4 Amazon Web Services
  • 6.1.5 Broadcom Inc. (Symantec Corporation)
  • 6.1.6 Hewlett Packard Enterprise
  • 6.1.7 Thales Group (Gemalto NV)
  • 6.1.8 Cloudera Inc.
  • 6.1.9 Centrify Corporation
  • 6.1.10 Mcafee, LLC
  • 6.1.11 Check Point Software Technologies Ltd.
  • 6.1.12 Imperva, Inc.
  • 6.1.13 Dell Technologies

7 INVESTMENT ANALYSIS

8 MARKET OPPORTUNITIES AND FUTURE TRENDS