73 datasets found
  1. Types of cyber security incidents that impact enterprises by industry and...

    • www150.statcan.gc.ca
    • open.canada.ca
    • +1more
    Updated Oct 21, 2024
    + more versions
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    Government of Canada, Statistics Canada (2024). Types of cyber security incidents that impact enterprises by industry and size of enterprise [Dataset]. http://doi.org/10.25318/2210007601-eng
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    Dataset updated
    Oct 21, 2024
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    Area covered
    Canada
    Description

    Percentage of enterprises impacted by specific types of cyber security incidents by the North American Industry Classification System (NAICS) and size of enterprise.

  2. G

    Cyber security measures enterprises have in place by industry and size of...

    • open.canada.ca
    • www150.statcan.gc.ca
    • +2more
    csv, html, xml
    Updated Oct 21, 2024
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    Statistics Canada (2024). Cyber security measures enterprises have in place by industry and size of enterprise [Dataset]. https://open.canada.ca/data/dataset/af051770-c117-4eb0-8b69-328e9475cd18
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    html, csv, xmlAvailable download formats
    Dataset updated
    Oct 21, 2024
    Dataset provided by
    Statistics Canada
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Description

    Percentage of enterprises that use specific cyber security measures by the North American Industry Classification System (NAICS) and size of enterprise.

  3. G

    Average cost to prevent or detect cyber security incidents by industry and...

    • ouvert.canada.ca
    • www150.statcan.gc.ca
    • +2more
    csv, html, xml
    Updated Oct 21, 2024
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    Statistics Canada (2024). Average cost to prevent or detect cyber security incidents by industry and size of enterprise [Dataset]. https://ouvert.canada.ca/data/dataset/b608cf3b-21f5-4c61-8a66-0a2828559d3d
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    csv, html, xmlAvailable download formats
    Dataset updated
    Oct 21, 2024
    Dataset provided by
    Statistics Canada
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Description

    Average spending on specific measures to prevent or detect cyber security incidents by the North American Industry Classification System (NAICS) and size of enterprise.

  4. i

    ICS-ADD -A Smart Industry Testbed Dataset for Cyber-Physical Security...

    • ieee-dataport.org
    Updated May 16, 2024
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    Giovanni Battista Gaggero (2024). ICS-ADD -A Smart Industry Testbed Dataset for Cyber-Physical Security Monitoring Testing [Dataset]. https://ieee-dataport.org/documents/ics-add-smart-industry-testbed-dataset-cyber-physical-security-monitoring-testing
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    Dataset updated
    May 16, 2024
    Authors
    Giovanni Battista Gaggero
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    man-in-the-middle (MITM)

  5. c

    Global Database Security Market Report 2025 Edition, Market Size, Share,...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
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    Cognitive Market Research, Global Database Security Market Report 2025 Edition, Market Size, Share, CAGR, Forecast, Revenue [Dataset]. https://www.cognitivemarketresearch.com/database-security-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    Market Summary of Database Security Market:

    • The Global Database Security market size in 2023 was XX Million. The Database Security Industry's compound annual growth rate (CAGR) was XX% from 2024 to 2031. • The database security industry is growing faster and is expected to expand at a faster rate due to these strict regulatory frameworks. Also, the increase in advanced technology for better protection of data is driving the growth of the Database security market. • The dominating segment is the software. It includes encryption, auditing, tokenization, data masking, and access control management. • Due to the increase in internet users, remote working demand, and risk of data breaches, the COVID-19 pandemic has had a beneficial effect on the market for data security solutions. • The database security market is dominated by North America in terms of both revenue and market share. This can be attributed to the region's concentration of significant industry participants and increasing technical advancements in their product line.

    Market Dynamics of Database Security Market:

    Key Drivers of Database Security Market:

    The Database Security Market is driven by the strict regulatory framework to address information security
    

    Regulatory frameworks can establish standards that developers and users must follow to guarantee a secure database. The market is growing as a result of increasingly stringent regulations enforced globally to protect sensitive data by governments and other relevant authorities in numerous nations. Currently, rules for data localization are in place in most of the countries. These have significant effects on how businesses interact with local regulations as well as their IT footprints, data governance, and data architectures. The general goals of localization regulations are to stop cybercrimes (such as identity theft), boost local economies, and possibly most importantly address growing privacy concerns. The desire of firms to utilize data for their commercial advantage is often the most contentious topic, with different governments arriving at different judgments about how to balance it. Data must be processed and stored within a specific nation or region to comply with geographic constraints on data export. For each of these, businesses must build a unique infrastructure, set of computing resources, and teams. For Instance, two sets of standard contractual agreements were adopted by the European Commission, one was meant for use between controllers and processors, and the other was meant for the transfer of personal data to third parties. They ensure a high level of data privacy for citizens by reflecting new standards under the General Data Privacy Regulation (GDPR) and taking the Court of Justice's Schrems II ruling into consideration. These new tools will provide European firms with greater legal stability and aid SMEs in particular to maintain compliance with secure data transfer standards while enabling unrestricted cross-border data movement. (Source: https://ec.europa.eu/commission/presscorner/detail/en/ip_21_2847) Furthermore, Federal Financial Institutions, the Sarbanes-Oxley Act (SOX), the Payment Card Industry Data Security Standard (PCI-DSS), Examination Council (FFIEC), etc are some strict regulatory measures for protection. So, the database security industry is growing faster and is expected to expand at a faster rate due to these strict regulatory frameworks.

    Key Restraints of Database Security Market

    Lack of skills and technological knowledge in database security market
    

    Inadequate information security may lead to disruptions in socially significant activities, inability to do business appropriately and efficiently, and loss of personal integrity protection. Nevertheless, obstacles including unclear career routes, out-of-date education, expensive certifications, and high levels of job stress deter people from choosing cybersecurity as a vocation. For Instance, As of May 2023, there were 40,000 cybersecurity job openings in India; however, a significant lack of skilled workers prevented 30% of these positions from being filled, according to TeamLease Digital, a division of TeamLease Services. The need for cybersecurity experts has outpaced supply, making it difficult for many ...

  6. Salary Cyber Security Jobs

    • kaggle.com
    Updated Feb 24, 2024
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    Danny Revaldo (2024). Salary Cyber Security Jobs [Dataset]. http://doi.org/10.34740/kaggle/dsv/7689595
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Feb 24, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Danny Revaldo
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Description

    The "Salary Cyber Security Jobs" dataset provides comprehensive insights into the landscape of cyber security careers, including salary trends and job characteristics. This dataset encompasses various features related to cyber security job postings, facilitating analysis and understanding of compensation structures and employment opportunities in the cyber security industry.

    Key Features: - work_year: The year in which the job posting was made, providing temporal context for salary and job trends. - experience_level: The level of experience required for the job, ranging from entry-level to senior positions, influencing salary expectations and job responsibilities. - employment_type: The type of employment offered, such as full-time, part-time, contract, or freelance, providing insights into job flexibility and stability. - job_title: The title or designation of the cyber security job, indicating the specific role and responsibilities associated with the position. - salary: The salary offered for the job posting, providing information on compensation expectations for cyber security professionals. - salary_currency: The currency in which the salary is denominated, allowing for comparison and analysis across different regions and countries. - salary_in_usd: The salary converted into US dollars (USD), facilitating standardized analysis and comparison of salaries. - employee_residence: The location of the employee's residence, influencing salary expectations and remote work possibilities. - remote_ratio: The ratio of remote work offered for the job, indicating the extent of telecommuting or work-from-home options. - company_location: The location of the hiring company, providing insights into regional job markets and opportunities. - company_size: The size of the hiring company, categorized by the number of employees, influencing company culture and growth potential.

    The "Salary Cyber Security Jobs" dataset is designed to empower job seekers, recruiters, and analysts with valuable information for navigating the cyber security job market. With detailed insights into salary trends, job titles, and employment characteristics, this dataset serves as a valuable resource for career planning and strategic decision-making in the cyber security industry.

  7. D

    Database Security Solution Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Apr 25, 2025
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    Data Insights Market (2025). Database Security Solution Report [Dataset]. https://www.datainsightsmarket.com/reports/database-security-solution-1367331
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    pdf, doc, pptAvailable download formats
    Dataset updated
    Apr 25, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Database Security Solution market is experiencing robust growth, driven by the increasing adoption of cloud computing, the expanding volume of sensitive data, and the rising frequency and sophistication of cyberattacks targeting databases. The market, estimated at $15 billion in 2025, is projected to experience a Compound Annual Growth Rate (CAGR) of 12% from 2025 to 2033, reaching approximately $40 billion by 2033. Key market drivers include stringent data privacy regulations like GDPR and CCPA, necessitating robust database security measures. The rising adoption of big data analytics and the Internet of Things (IoT) also contributes to market expansion, as these technologies generate vast quantities of data that require enhanced protection. The market is segmented by application (SMEs and Large Enterprises) and type (Cloud-based and On-premises). Cloud-based solutions are witnessing faster growth due to their scalability, cost-effectiveness, and ease of deployment. Large enterprises currently dominate the market due to their higher budgets and greater security concerns, but the SME segment is expected to show significant growth in the coming years due to increasing awareness of cybersecurity threats. Significant trends shaping the market include the increasing adoption of AI-powered security solutions for threat detection and response, the growing preference for integrated security platforms offering comprehensive database protection, and the rise of managed security services. Restraints to market growth include the high cost of implementation, the complexity of integrating database security solutions with existing IT infrastructure, and the shortage of skilled cybersecurity professionals. Despite these challenges, the market is poised for continued expansion, driven by the escalating demand for secure data management and the ever-evolving threat landscape. The competitive landscape is highly fragmented, with numerous established players like IBM, Oracle, and McAfee, alongside emerging cloud-based security providers and specialized firms. Geographic distribution reflects global digital transformation, with North America and Europe currently holding the largest market share, but the Asia-Pacific region is anticipated to witness the fastest growth during the forecast period due to rapid technological advancements and increasing digitalization.

  8. 🌐 Global Cybersecurity Threats (2015-2024)

    • kaggle.com
    Updated Mar 16, 2025
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    Atharva Soundankar (2025). 🌐 Global Cybersecurity Threats (2015-2024) [Dataset]. https://www.kaggle.com/datasets/atharvasoundankar/global-cybersecurity-threats-2015-2024/discussion
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Mar 16, 2025
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Atharva Soundankar
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    📂

    The Global Cybersecurity Threats Dataset (2015-2024) provides extensive data on cyberattacks, malware types, targeted industries, and affected countries. It is designed for threat intelligence analysis, cybersecurity trend forecasting, and machine learning model development to enhance global digital security.

    📊 Column Descriptions

    Column NameDescription
    CountryCountry where the attack occurred
    YearYear of the incident
    Threat TypeType of cybersecurity threat (e.g., Malware, DDoS)
    Attack VectorMethod of attack (e.g., Phishing, SQL Injection)
    Affected IndustryIndustry targeted (e.g., Finance, Healthcare)
    Data Breached (GB)Volume of data compromised
    Financial Impact ($M)Estimated financial loss in millions
    Severity LevelLow, Medium, High, Critical
    Response Time (Hours)Time taken to mitigate the attack
    Mitigation StrategyCountermeasures taken
  9. D

    Graph Database For Security Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Oct 1, 2025
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    Dataintelo (2025). Graph Database For Security Market Research Report 2033 [Dataset]. https://dataintelo.com/report/graph-database-for-security-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Oct 1, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Graph Database for Security Market Outlook



    According to our latest research, the global graph database for security market size reached USD 2.1 billion in 2024. This dynamic sector is expanding rapidly, supported by a robust compound annual growth rate (CAGR) of 22.7% from 2025 to 2033. By the end of the forecast period in 2033, the market is expected to attain a value of USD 16.3 billion. This impressive trajectory is primarily driven by escalating cyber threats, the proliferation of complex digital ecosystems, and the increasing demand for advanced analytics in security operations.




    One of the most significant growth factors for the graph database for security market is the exponential rise in cyberattacks and sophisticated threat vectors targeting organizations worldwide. As digital transformation accelerates across industries, enterprises are generating vast volumes of interconnected data, creating new vulnerabilities and attack surfaces. Traditional relational databases struggle to effectively manage and analyze such complex, highly connected datasets. In contrast, graph databases excel at mapping relationships and patterns, making them invaluable for identifying suspicious activities, tracking threat actors, and correlating diverse security events in real-time. The ability to visualize and traverse connections at scale empowers security teams to detect advanced persistent threats, insider attacks, and fraud schemes that would otherwise go unnoticed.




    Another pivotal driver is the increasing regulatory pressure and compliance requirements faced by organizations in sectors such as BFSI, healthcare, and government. Regulations including GDPR, HIPAA, and PCI DSS demand robust data protection, rigorous access controls, and comprehensive audit trails. Graph database technologies enable organizations to model complex access hierarchies, monitor user behaviors, and ensure compliance with evolving legal frameworks. By providing granular visibility into user roles, permissions, and interactions, these solutions facilitate proactive risk management and timely incident response. The integration of artificial intelligence and machine learning with graph databases further enhances predictive analytics and automation in security operations, reducing the burden on human analysts and improving overall resilience.




    The rapid adoption of cloud computing, IoT devices, and remote work models is reshaping the security landscape and fueling demand for graph database solutions. As organizations migrate workloads to multi-cloud and hybrid environments, the complexity of managing identities, access rights, and network flows increases exponentially. Graph databases provide a unified view of assets, users, and their interdependencies, enabling security teams to identify misconfigurations, detect lateral movement, and enforce zero-trust principles. The scalability and flexibility of cloud-based graph database offerings are particularly attractive to enterprises seeking to modernize their security infrastructure without incurring significant capital expenditures. Strategic investments in research and development, partnerships with cybersecurity vendors, and the emergence of managed graph database services are further propelling market growth.




    Regionally, North America dominates the graph database for security market, accounting for the largest revenue share in 2024. This leadership is attributed to the presence of major technology providers, high cybersecurity spending, and early adoption of advanced analytics solutions. Europe follows closely, driven by stringent data privacy regulations and a strong focus on digital sovereignty. The Asia Pacific region is witnessing the fastest growth, supported by rapid digitalization, government initiatives, and increased awareness of cybersecurity risks. Latin America and the Middle East & Africa are emerging as promising markets, although challenges such as limited infrastructure and skills gaps persist. Overall, regional dynamics are shaped by varying regulatory landscapes, industry maturity, and investment levels in digital security.



    Component Analysis



    The graph database for security market is segmented by component into software and services, each playing a critical role in the adoption and effectiveness of graph database solutions. The software segment comprises graph database management systems, visualization tools, analytics engines, and integration platforms. Thes

  10. v

    France Cybersecurity Market Size By Product Type (Network Security, Endpoint...

    • verifiedmarketresearch.com
    pdf,excel,csv,ppt
    Updated Jul 1, 2025
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    Verified Market Research (2025). France Cybersecurity Market Size By Product Type (Network Security, Endpoint Security, Application Security), By Application (Database Security, File Security, Web Security), By End-User (BFSI, Healthcare, IT and Telecom) & By Region For 2026-2032 [Dataset]. https://www.verifiedmarketresearch.com/product/france-cybersecurity-market/
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jul 1, 2025
    Dataset authored and provided by
    Verified Market Research
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2026 - 2032
    Area covered
    France, Europe
    Description

    France Cybersecurity Market size was valued at USD 6.4 Billion in 2024 and is expected to reach USD 15.7 Billion by 2032, growing at a CAGR of 11.9% from 2026 to 2032.France Cybersecurity Market: Definition/ OverviewCybersecurity is the practice of defending systems, networks and data against digital attacks, unauthorized access, or damage. It entails using technologies, processes and controls to protect information and ensure its confidentiality, integrity and availability. As digital dependence grows, Cybersecurity becomes increasingly important in sectors such as finance, healthcare and government, providing protection against both internal and external threats.Cybersecurity is currently used to safeguard critical infrastructure, personal information and business operations. It contains tools such as firewalls, encryption, intrusion detection systems and antivirus software. Organizations use cybersecurity to ensure compliance with data privacy regulations, prevent data breaches and maintain customer trust. With rising cybercrime, its role in everyday digital interactions is more important than ever.

  11. G

    Average cost to recover from cyber security incidents by industry and size...

    • open.canada.ca
    • www150.statcan.gc.ca
    • +1more
    csv, html, xml
    Updated Oct 21, 2024
    + more versions
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    Statistics Canada (2024). Average cost to recover from cyber security incidents by industry and size of enterprise [Dataset]. https://open.canada.ca/data/dataset/9b8847b8-dc5c-4c7c-a021-08bf49146ba4
    Explore at:
    csv, html, xmlAvailable download formats
    Dataset updated
    Oct 21, 2024
    Dataset provided by
    Statistics Canada
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Description

    Average spending on specific measures to recover from cyber security incidents by the North American Industry Classification System (NAICS) and size of enterprise.

  12. Number of data compromises and impacted individuals in U.S. 2005-2024

    • statista.com
    • thefarmdosupply.com
    Updated Jul 14, 2025
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    Statista (2025). Number of data compromises and impacted individuals in U.S. 2005-2024 [Dataset]. https://www.statista.com/statistics/273550/data-breaches-recorded-in-the-united-states-by-number-of-breaches-and-records-exposed/
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    Dataset updated
    Jul 14, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In 2024, the number of data compromises in the United States stood at 3,158 cases. Meanwhile, over 1.35 billion individuals were affected in the same year by data compromises, including data breaches, leakage, and exposure. While these are three different events, they have one thing in common. As a result of all three incidents, the sensitive data is accessed by an unauthorized threat actor. Industries most vulnerable to data breaches Some industry sectors usually see more significant cases of private data violations than others. This is determined by the type and volume of the personal information organizations of these sectors store. In 2024 the financial services, healthcare, and professional services were the three industry sectors that recorded most data breaches. Overall, the number of healthcare data breaches in some industry sectors in the United States has gradually increased within the past few years. However, some sectors saw decrease. Largest data exposures worldwide In 2020, an adult streaming website, CAM4, experienced a leakage of nearly 11 billion records. This, by far, is the most extensive reported data leakage. This case, though, is unique because cyber security researchers found the vulnerability before the cyber criminals. The second-largest data breach is the Yahoo data breach, dating back to 2013. The company first reported about one billion exposed records, then later, in 2017, came up with an updated number of leaked records, which was three billion. In March 2018, the third biggest data breach happened, involving India’s national identification database Aadhaar. As a result of this incident, over 1.1 billion records were exposed.

  13. D

    Database Security Evaluation System Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Aug 1, 2025
    + more versions
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    Data Insights Market (2025). Database Security Evaluation System Report [Dataset]. https://www.datainsightsmarket.com/reports/database-security-evaluation-system-1399121
    Explore at:
    doc, ppt, pdfAvailable download formats
    Dataset updated
    Aug 1, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Database Security Evaluation System market is experiencing robust growth, driven by the increasing frequency and sophistication of cyberattacks targeting sensitive data stored in databases. The market's expansion is fueled by the rising adoption of cloud-based databases, the growing volume of data generated by businesses, and stringent data privacy regulations like GDPR and CCPA. Companies are increasingly prioritizing proactive security measures, recognizing that reactive approaches are often too costly and disruptive. This demand for robust security solutions is pushing the market towards advanced technologies such as automated vulnerability assessments, machine learning-driven threat detection, and data loss prevention (DLP) tools integrated within database security evaluation systems. We estimate the market size in 2025 to be $2.5 billion, with a Compound Annual Growth Rate (CAGR) of 15% projected through 2033. This growth reflects the continued investment by organizations in bolstering their cybersecurity posture and mitigating the financial and reputational risks associated with data breaches. Key players like Oracle, IBM, and other specialized security firms are actively competing in this space, offering a diverse range of solutions tailored to different database systems and organizational needs. The market is segmented based on deployment (cloud, on-premise), organization size (small, medium, large), and database type (relational, NoSQL). While the market faces challenges like the high cost of implementation and the need for skilled cybersecurity professionals, the overall trend points towards sustained growth driven by the ever-increasing importance of data security in today's digital world. The competitive landscape is dynamic, with established players and emerging startups vying for market share through innovation and strategic partnerships. This leads to continuous improvement in the effectiveness and affordability of Database Security Evaluation Systems.

  14. R

    Dataset Red Teaming Market Research Report 2033

    • researchintelo.com
    csv, pdf, pptx
    Updated Oct 1, 2025
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    The citation is currently not available for this dataset.
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Oct 1, 2025
    Dataset authored and provided by
    Research Intelo
    License

    https://researchintelo.com/privacy-and-policyhttps://researchintelo.com/privacy-and-policy

    Time period covered
    2024 - 2033
    Area covered
    Global
    Description

    Dataset Red Teaming Market Outlook



    According to our latest research, the Global Dataset Red Teaming market size was valued at $412 million in 2024 and is projected to reach $2.13 billion by 2033, expanding at a robust CAGR of 20.2% during the forecast period of 2025–2033. The primary factor fueling this impressive growth is the escalating demand for robust data security and AI model validation across industries, as enterprises increasingly recognize the critical importance of safeguarding sensitive datasets and ensuring AI system integrity against adversarial threats. As organizations accelerate digital transformation and AI adoption, the need for advanced dataset red teaming solutions to proactively identify vulnerabilities and mitigate risks is becoming paramount, driving market expansion globally.



    Regional Outlook



    North America currently commands the largest share of the Dataset Red Teaming market, accounting for approximately 39% of global revenue in 2024. This dominance is attributable to the region's mature cybersecurity ecosystem, high concentration of leading technology providers, and stringent regulatory frameworks mandating proactive data protection and AI governance. The United States, in particular, has witnessed widespread adoption of dataset red teaming practices in sectors such as BFSI, healthcare, and government, where the stakes for data breaches and model failures are exceptionally high. The strong presence of innovative startups and established cybersecurity firms, coupled with active collaboration between industry and regulatory bodies, continues to foster an environment conducive to the rapid development and deployment of advanced red teaming solutions.



    Asia Pacific is emerging as the fastest-growing region in the Dataset Red Teaming market, projected to register a remarkable CAGR of 24.1% through 2033. The surge in demand can be attributed to rapid digitalization, increasing cloud adoption, and a significant uptick in cyber threats targeting enterprises across China, India, Japan, and Southeast Asia. Governments and industry stakeholders in the region are making substantial investments in cybersecurity infrastructure, while regulatory reforms are pushing organizations to adopt comprehensive data protection and AI validation measures. The proliferation of AI-powered applications in sectors such as finance, healthcare, and e-commerce is further accelerating the need for dataset red teaming, as businesses seek to fortify their systems against sophisticated adversarial attacks and compliance risks.



    In contrast, emerging economies in Latin America, the Middle East, and Africa are gradually catching up in terms of dataset red teaming adoption. While the market share remains relatively modest, these regions are witnessing growing awareness of AI security and data integrity challenges, particularly in the wake of high-profile data breaches and regulatory tightening. However, challenges such as limited access to advanced red teaming expertise, budget constraints, and fragmented policy landscapes continue to hinder widespread adoption. Localized demand is primarily driven by multinational enterprises and government agencies leading digital transformation initiatives, with an increasing focus on building in-house capabilities and collaborating with global technology partners to bridge skill and technology gaps.



    Report Scope





    Attributes Details
    Report Title Dataset Red Teaming Market Research Report 2033
    By Component Software, Services
    By Application Data Security, Model Validation, Compliance Testing, Bias Detection, Adversarial Testing, Others
    By Deployment Mode On-Premises, Cloud
    By Organization Size Small and Medium Enterprises, Large Enterprises
    By End-User </b&g

  15. D

    Database Security Audit System Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Database Security Audit System Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-database-security-audit-system-market
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Database Security Audit System Market Outlook



    The global database security audit system market size was valued at approximately USD 4.5 billion in 2023 and is projected to reach USD 10.9 billion by 2032, growing at a Compound Annual Growth Rate (CAGR) of 10.3% from 2024 to 2032. This robust growth can be attributed to the increasing prevalence of cyber threats and stringent regulatory requirements that compel organizations to prioritize database security.



    One of the primary growth factors is the escalating frequency and complexity of cyber-attacks, which have highlighted the vulnerability of database systems across various industries. With the rapid digitization and the proliferation of data-driven technologies, the need for robust database security measures has become more pronounced. Companies are now investing heavily in security solutions that include auditing capabilities to safeguard sensitive information, adhere to compliance standards, and mitigate potential data breaches. This urgency is further amplified by high-profile data breaches that have resulted in substantial financial and reputational damage to organizations.



    Another significant driver for market growth is the increasing regulatory landscape concerning data protection and privacy. Legislations such as the General Data Protection Regulation (GDPR) in Europe, the California Consumer Privacy Act (CCPA) in the United States, and other regional data protection laws have compelled organizations to adopt rigorous security measures, including comprehensive auditing systems. These regulations mandate strict adherence to data protection protocols and impose hefty penalties for non-compliance, prompting companies to invest in advanced database security audit systems.



    The growing adoption of cloud computing and the subsequent migration of databases to cloud platforms also play a pivotal role in the market's expansion. Cloud-based solutions offer several advantages such as scalability, cost-efficiency, and remote accessibility, which are highly appealing to enterprises. However, the shift to cloud environments introduces new security challenges, thereby necessitating robust database security audit systems to ensure data integrity and privacy. Consequently, vendors are offering cloud-compatible audit solutions to cater to the evolving needs of businesses.



    In the realm of Cyber Security Audit, the focus extends beyond just protecting databases to encompass a comprehensive evaluation of an organization's entire cybersecurity posture. A Cyber Security Audit involves an in-depth examination of policies, procedures, and controls to ensure they are effectively safeguarding information assets from cyber threats. This process is crucial for identifying vulnerabilities and ensuring compliance with industry standards and regulations. As cyber threats continue to evolve, organizations are increasingly recognizing the importance of regular cybersecurity audits to maintain robust defenses and mitigate risks. The integration of cybersecurity audits into broader security strategies is becoming a standard practice, helping organizations to proactively address potential threats and enhance their overall security framework.



    From a regional perspective, North America holds a substantial share of the database security audit system market, driven by the presence of major technology companies and strict regulatory frameworks. The region's advanced IT infrastructure and high cybersecurity awareness further contribute to market growth. Meanwhile, the Asia Pacific region is expected to witness the highest CAGR during the forecast period, fueled by rapid digital transformation, increasing cloud adoption, and rising cybersecurity threats in countries like China, India, and Japan.



    Component Analysis



    The database security audit system market is segmented into software, hardware, and services components. Each of these components plays a crucial role in ensuring the overall security and compliance of database systems. Software solutions encompass a wide range of tools that facilitate the monitoring, detection, and reporting of suspicious activities within databases. These tools are designed to provide real-time alerts, automate audit processes, and generate comprehensive reports to help organizations maintain compliance with regulatory standards. The continuous evolution of software solutions, driven by technological advancements and the incorporation of artificial intelligence and machine learning,

  16. m

    Hub Cyber Security Ltd. Ordinary Shares - Operating-Profit-Margin

    • macro-rankings.com
    csv, excel
    Updated May 23, 2025
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    macro-rankings (2025). Hub Cyber Security Ltd. Ordinary Shares - Operating-Profit-Margin [Dataset]. https://www.macro-rankings.com/Markets/Stocks?Entity=HUBC.US&Item=Operating-Profit-Margin
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    excel, csvAvailable download formats
    Dataset updated
    May 23, 2025
    Dataset authored and provided by
    macro-rankings
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    united states
    Description

    Operating-Profit-Margin Time Series for Hub Cyber Security Ltd. Ordinary Shares. HUB Cyber Security Ltd. provides cyber security solutions in Israel, the Americas, and Europe. It operates in two segments: Product and Technology, and Professional Services. The company develops and markets integrated cybersecurity hardware/software solutions comprising data and cybersecurity, system security, reliability solutions, and related services, including consulting, planning, training, integrating and ongoing servicing of cybersecurity, risk management, system quality, reliability and security projects, and fully managed corporate cybersecurity services. Its product portfolio includes HUB Vault, a managed file transfer application; HUB PCIe card, a confidential computing functionality; and HUB Guard, a methodology solution for an ongoing alignment and evolvement of the cybersecurity posture. The company also offers ALD software, an integrated software tool for civil and military aviation, communication, space, and electronics organizations; RAM commander, a software that covers engineering tasks; safety commander, an off-the-shelf software that provides fail-safe design for any system of system safety assessment to various industries, including aerospace, rail, communication, and energy; and FavoWeb, a web-based and user-configurable failure reporting, analysis, and corrective action system that captures information about equipment or a process throughout its life cycle from design, production testing, and customer support. In addition, it provides various courses in the areas of quality and reliability through ALD College. Further, the company offers a range of tech solutions and services, including software development and testing, cybersecurity, information systems, consulting, and training through QPoint. It serves governmental, financial, and healthcare institutions, as well as large and regulated enterprises, and industries. HUB Cyber Security Ltd. was founded in 2017 and is headquartered in Tel Aviv, Israel.

  17. D

    Dataset Poisoning Detection Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    Dataintelo (2025). Dataset Poisoning Detection Market Research Report 2033 [Dataset]. https://dataintelo.com/report/dataset-poisoning-detection-market
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    pptx, pdf, csvAvailable download formats
    Dataset updated
    Sep 30, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Dataset Poisoning Detection Market Outlook



    According to our latest research, the global Dataset Poisoning Detection market size reached USD 682.4 million in 2024, reflecting robust demand for advanced data security solutions across multiple industries. The market is demonstrating a strong growth trajectory, recording a CAGR of 22.9% from 2025 to 2033. Based on this growth rate, the Dataset Poisoning Detection market is forecasted to achieve a value of USD 5.16 billion by 2033. The primary growth driver is the escalating sophistication of cyber threats, especially in artificial intelligence and machine learning environments, compelling organizations to adopt specialized detection solutions to safeguard the integrity of their data assets.



    The remarkable growth of the Dataset Poisoning Detection market is primarily attributed to the increasing reliance on data-driven decision-making and the proliferation of AI-powered systems across critical sectors such as healthcare, finance, and government. As organizations integrate AI and machine learning models into their operations, the risks associated with data poisoning—where adversaries inject malicious data to manipulate outcomes—have become more pronounced. This heightened risk environment is compelling enterprises to invest in robust and proactive dataset poisoning detection tools. The evolution of attack vectors, coupled with the rapid expansion of digital transformation initiatives, has made traditional cybersecurity measures insufficient, thus fueling the demand for specialized detection mechanisms that can identify and mitigate poisoning attempts in real time.



    Another significant factor propelling the growth of the Dataset Poisoning Detection market is the tightening regulatory landscape surrounding data privacy and security. Governments and regulatory bodies worldwide are enforcing stringent compliance requirements, particularly in sectors handling sensitive personal and financial information. This regulatory pressure is driving organizations to adopt advanced detection solutions to ensure data integrity and avoid hefty penalties associated with data breaches. Additionally, the rise of remote work and cloud-based data exchanges has expanded the attack surface for cybercriminals, further necessitating the deployment of comprehensive dataset poisoning detection systems. The convergence of these trends is creating a fertile environment for the market’s sustained expansion over the forecast period.



    Technological advancements in artificial intelligence, machine learning, and big data analytics are also playing a pivotal role in shaping the Dataset Poisoning Detection market. Vendors are leveraging these technologies to develop sophisticated solutions capable of detecting subtle and complex poisoning attacks that would otherwise evade traditional security tools. The integration of automated threat intelligence, real-time monitoring, and adaptive learning algorithms is enhancing the effectiveness of these solutions, making them indispensable for organizations seeking to protect their data integrity. Furthermore, increased collaboration between industry stakeholders, academia, and government agencies is fostering innovation and accelerating the adoption of cutting-edge detection technologies across diverse application areas.



    From a regional perspective, North America continues to dominate the Dataset Poisoning Detection market due to its mature cybersecurity infrastructure and the presence of leading technology providers. However, Asia Pacific is emerging as the fastest-growing region, driven by rapid digitization, expanding IT ecosystems, and rising awareness about advanced cyber threats. Europe is also witnessing significant growth, fueled by strict data protection regulations and increased investment in cybersecurity. These regional trends underscore the global nature of the dataset poisoning threat and highlight the critical need for comprehensive detection solutions worldwide.



    Component Analysis



    The Component segment of the Dataset Poisoning Detection market is categorized into software, hardware, and services. Software solutions currently account for the largest share, as organizations increasingly prioritize the deployment of advanced detection algorithms and analytics platforms to identify and counteract data poisoning attempts. These software tools leverage machine learning, pattern recognition, and anomaly detection techniques to provide real-time insights into potential threats. The demand for c

  18. R

    Database Threat Detection Market Research Report 2033

    • researchintelo.com
    csv, pdf, pptx
    Updated Oct 2, 2025
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    The citation is currently not available for this dataset.
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Oct 2, 2025
    Dataset authored and provided by
    Research Intelo
    License

    https://researchintelo.com/privacy-and-policyhttps://researchintelo.com/privacy-and-policy

    Time period covered
    2024 - 2033
    Area covered
    Global
    Description

    Database Threat Detection Market Outlook



    According to our latest research, the Global Database Threat Detection market size was valued at $2.4 billion in 2024 and is projected to reach $8.6 billion by 2033, expanding at a robust CAGR of 15.2% during the forecast period of 2025 to 2033. The primary growth driver for the global database threat detection market is the exponential increase in cyberattacks targeting sensitive data repositories across enterprises and government institutions. As organizations embrace digital transformation and cloud-based infrastructures, the attack surface for cybercriminals has expanded significantly, intensifying the need for advanced database threat detection solutions that offer real-time monitoring, anomaly detection, and rapid incident response. This heightened awareness of data security, coupled with stringent regulatory requirements for data protection, is propelling the adoption of sophisticated threat detection technologies on a global scale.



    Regional Outlook



    North America currently holds the largest share of the global database threat detection market, accounting for over 38% of total revenue in 2024. This dominance is attributed to the region’s mature IT infrastructure, a high concentration of large enterprises, and a proactive regulatory environment that enforces stringent data protection standards such as the CCPA and HIPAA. The United States, in particular, is at the forefront due to its early adoption of advanced cybersecurity technologies and a robust ecosystem of cybersecurity vendors and solution providers. Additionally, the prevalence of high-profile data breaches has driven North American organizations to invest heavily in threat detection and response tools, further cementing the region’s leadership in this market.



    The Asia Pacific region is projected to be the fastest-growing market, with a forecasted CAGR of 18.7% from 2025 to 2033. This rapid growth is fueled by the accelerated digitalization of industries, increased cloud adoption, and mounting cybersecurity threats across emerging economies such as China, India, and Southeast Asia. Governments and enterprises in the region are making significant investments in cybersecurity infrastructure to protect critical data assets and comply with evolving regional data privacy regulations. The proliferation of fintech, e-commerce, and healthcare digitalization initiatives is also driving demand for advanced database threat detection solutions, positioning Asia Pacific as a key growth engine for the global market.



    Emerging economies in Latin America and the Middle East & Africa are witnessing gradual but steady adoption of database threat detection technologies. While these regions currently command a smaller share of the global market, increasing awareness of cyber risks, localized cyberattacks, and the rollout of national data protection laws are encouraging enterprises to enhance their security posture. However, challenges such as limited cybersecurity budgets, a shortage of skilled professionals, and fragmented regulatory frameworks continue to impede widespread adoption. Nonetheless, targeted government initiatives, international collaborations, and investments in digital infrastructure are expected to gradually unlock new opportunities for database threat detection vendors in these regions.



    Report Scope






    Attributes Details
    Report Title Database Threat Detection Market Research Report 2033
    By Component Solutions, Services
    By Deployment Mode On-Premises, Cloud
    By Organization Size Small and Medium Enterprises, Large Enterprises
    By Application Banking, Financial Services and Insurance, Healthcare, Retail, IT and Telecommunications, Government, Others
    Regions Covered </td

  19. D

    Database Security Solution Market Report | Global Forecast From 2025 To 2033...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Database Security Solution Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/database-security-solution-market
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    csv, pdf, pptxAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Database Security Solution Market Outlook



    The global database security solution market was valued at USD 4.5 billion in 2023 and is projected to reach USD 11.7 billion by 2032, growing at a compound annual growth rate (CAGR) of 11.5% from 2024 to 2032. This remarkable growth can be attributed to the increasing volume of data generated and stored by organizations, rising cyber threats, regulatory compliance requirements, and the growing adoption of cloud-based services across various industries.



    One of the primary growth factors for the database security solution market is the exponential increase in data generation and storage. With the advent of big data, IoT, and advanced analytics, organizations are producing vast amounts of data that need to be securely stored and managed to prevent unauthorized access and data breaches. As a result, there is a growing demand for robust database security solutions that can protect sensitive information across diverse databases and platforms, ensuring data privacy and integrity.



    Another significant growth driver is the rising number of cyber threats and data breaches. Organizations face sophisticated cyber-attacks that target confidential and high-value data, leading to financial losses, reputational damage, and regulatory penalties. This has necessitated the implementation of advanced database security solutions that offer real-time threat detection, encryption, access control, and audit capabilities to safeguard critical data and maintain business continuity.



    Compliance with stringent regulatory frameworks is also propelling the growth of the database security solution market. Regulations such as GDPR, HIPAA, and CCPA mandate the protection of personal and sensitive information, compelling organizations to adopt comprehensive database security measures. Businesses are investing heavily in database security solutions to meet these regulatory requirements, avoid hefty fines, and build customer trust by ensuring data confidentiality and compliance.



    The advent of Big Data Security has become a pivotal aspect in the realm of database security solutions. As organizations increasingly rely on big data analytics to drive business insights, the security of this data becomes paramount. Big Data Security involves implementing comprehensive measures to protect large volumes of data from unauthorized access and breaches. It encompasses various strategies, including encryption, access controls, and real-time monitoring, to ensure that sensitive data remains protected throughout its lifecycle. As the volume and complexity of data continue to grow, the demand for advanced Big Data Security solutions is expected to rise, driving further innovation and investment in this area.



    Regionally, the database security solution market is witnessing significant growth, with North America leading the charge due to its advanced technological infrastructure, early adoption of innovative security solutions, and stringent data protection laws. Europe is also experiencing substantial growth driven by the enforcement of GDPR and increasing awareness of data privacy issues. The Asia Pacific region is projected to witness the highest CAGR during the forecast period, fueled by the rapid digital transformation, rising cyber threats, and growing government initiatives to enhance cybersecurity.



    Component Analysis



    The database security solution market can be segmented by component into software, hardware, and services. The software segment holds the largest market share, driven by the extensive use of database security software to protect data against unauthorized access, malware, and other cyber threats. These software solutions offer various functionalities such as encryption, access control, auditing, and monitoring, making them indispensable for organizations looking to secure their databases effectively.



    The hardware segment, although smaller compared to software, plays a crucial role in enhancing database security. Hardware-based security solutions, such as hardware security modules (HSMs), are used for cryptographic key management and secure storage of sensitive data. These solutions provide an additional layer of security by ensuring that cryptographic operations are performed in a tamper-resistant environment, thus preventing unauthorized access and key compromise.



    The services segment is also witnessing significant growth, driven by the increasing demand for m

  20. D

    Database Security Software Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jun 24, 2025
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    Data Insights Market (2025). Database Security Software Report [Dataset]. https://www.datainsightsmarket.com/reports/database-security-software-540751
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    Jun 24, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Database Security Software market is experiencing robust growth, driven by the increasing volume and value of sensitive data stored in databases, coupled with the escalating sophistication of cyber threats. The market, estimated at $15 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 12% from 2025 to 2033, reaching approximately $45 billion by 2033. This expansion is fueled by several key factors. The rising adoption of cloud-based databases necessitates enhanced security measures, while stringent data privacy regulations like GDPR and CCPA are compelling organizations to invest heavily in robust database security solutions. Furthermore, the increasing prevalence of advanced persistent threats (APTs) and insider threats underscores the critical need for advanced data protection capabilities. Market segmentation reveals strong demand across various sectors, including finance, healthcare, and government, where data breaches can have devastating consequences. Leading vendors like Oracle, IBM, and McAfee are actively developing and deploying innovative solutions, including data loss prevention (DLP), encryption, and access control technologies, to cater to this growing need. The competitive landscape is characterized by a mix of established players and emerging niche providers. While established vendors benefit from strong brand recognition and extensive product portfolios, newer companies are often more agile and innovative, focusing on specific market segments or developing cutting-edge technologies such as AI-powered threat detection. However, market growth is constrained by factors such as the high cost of implementation and maintenance of database security solutions, along with the complexity of integrating these solutions with existing IT infrastructures. Furthermore, a shortage of skilled cybersecurity professionals poses a challenge to the effective deployment and management of these security measures. Nevertheless, the overall market outlook remains positive, fueled by continuous technological advancements and the unwavering importance of securing sensitive data in an increasingly interconnected world.

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Close
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Government of Canada, Statistics Canada (2024). Types of cyber security incidents that impact enterprises by industry and size of enterprise [Dataset]. http://doi.org/10.25318/2210007601-eng
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Types of cyber security incidents that impact enterprises by industry and size of enterprise

2210007601

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Dataset updated
Oct 21, 2024
Dataset provided by
Statistics Canadahttps://statcan.gc.ca/en
Area covered
Canada
Description

Percentage of enterprises impacted by specific types of cyber security incidents by the North American Industry Classification System (NAICS) and size of enterprise.

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