61 datasets found
  1. Global spyware families distribution 2023

    • statista.com
    • ai-chatbox.pro
    Updated Mar 26, 2025
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    Statista (2025). Global spyware families distribution 2023 [Dataset]. https://www.statista.com/statistics/1449964/spyware-families-global/
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    Dataset updated
    Mar 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2023
    Area covered
    Worldwide
    Description

    In 2023, the SpinOK spyware was the most used worldwide, with 61.4 percent of detected usage cases. Spynote ranked second, with about 8.6 percent, while LoanSpy followed, with around 5.1 percent of detected users.

  2. m

    Global Inventory of Commercial Spyware & Digital Forensics

    • data.mendeley.com
    Updated Mar 2, 2023
    + more versions
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    Steven Feldstein (2023). Global Inventory of Commercial Spyware & Digital Forensics [Dataset]. http://doi.org/10.17632/csvhpkt8tm.10
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    Dataset updated
    Mar 2, 2023
    Authors
    Steven Feldstein
    License

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

    Description

    Global inventory of commercial spyware & digital forensics technology procured by governments. Focuses on three overarching questions: Which governments show evidence of procuring and using commercial spyware? Which commercial firms are selling targeted surveillance technology and what are their countries of origin? What types of activities are government agencies using the technology for?

    This version includes several important changes: --Incorporates two categories of targeted surveillance technologies: spyware and digital forensics (physical tools used to breach digital devices in order to extract and analyze stored data). It does not include other types of targeted surveillance, such as network monitoring/lawful interception technologies. --Organizes the dataset by event type in separate entries rather than aggregating spyware firms by country. --Takes advantage of the wider scrutiny of the spyware industry in the past two years, which has generated more details and sourcing about new vendors and operators.

    Source material derives from the Citizen Lab, Freedom House, Privacy International, the Council on Foreign Relations’ Cyber Operations Tracker, the Electronic Frontier Foundation, Article 19, Access Now, and an assortment of related research organizations. The inventory also includes data from major print and news media outlets (e.g., The New York Times, Reuters, Haaretz, Financial Times, The Wall Street Journal). The inventory focuses on incidents occurring between 2011 and 2023. Updated March 2023.

  3. Number of malware attacks per year 2015-2023

    • statista.com
    Updated Apr 22, 2024
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    Statista (2024). Number of malware attacks per year 2015-2023 [Dataset]. https://www.statista.com/statistics/873097/malware-attacks-per-year-worldwide/
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    Dataset updated
    Apr 22, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    In 2023, the worldwide number of malware attacks reached 6.06 billion, an increase of 10 percent compared to the preceding year. In recent years, the highest number of malware attacks was detected in 2018, when 10.5 billion such attacks were reported across the globe. Malware attacks worldwide In 2022, worm malware was blocked over 205 million times. Another common malware type during that period, Emotet, primarily targeted the Asia-Pacific region. Overall, websites are the most common vector for malware attacks and recent industry data found that malware attacks were frequently received via exe files. Most targeted industries In 2022, the education sector was heavily targeted by malware, encountering 2,314 weekly attacks on average. Government and military organizations ranked second, followed by the healthcare units. Overall, in 2022, the education sector saw over five million malware attacks in the examined year.

  4. Anti Spyware Device Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Oct 4, 2024
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    Dataintelo (2024). Anti Spyware Device Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/anti-spyware-device-market
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    pptx, csv, pdfAvailable download formats
    Dataset updated
    Oct 4, 2024
    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

    Anti Spyware Device Market Outlook



    The global market size for anti-spyware devices is projected to grow significantly, with an estimated valuation of USD 2.5 billion in 2023 and a forecasted value of approximately USD 5.4 billion by 2032, reflecting a compound annual growth rate (CAGR) of around 8.9%. This impressive growth can be attributed to the increasing prevalence of cyber threats and the rising awareness of privacy and data security among consumers and organizations alike.



    One of the primary growth factors driving the anti-spyware device market is the escalating frequency of cyber-attacks and data breaches. As cyber threats become more sophisticated, the demand for robust anti-spyware solutions has surged. Organizations, regardless of size, are increasingly recognizing the importance of safeguarding their sensitive information and intellectual property, leading to a heightened demand for both hardware and software-based anti-spyware devices. This increased investment in cybersecurity infrastructure is expected to fuel market growth in the coming years.



    Another key driver of market growth is the growing adoption of Internet of Things (IoT) devices. As more devices become interconnected, the potential for vulnerabilities and unauthorized access increases, necessitating the use of advanced anti-spyware technologies. The proliferation of smart homes and offices, coupled with the rise of remote working arrangements, has further accentuated the need for comprehensive cybersecurity measures. Consequently, the market for anti-spyware devices is poised to expand as consumers and enterprises seek to protect their networks and data from spyware and other malicious software.



    The increasing regulatory requirements and compliance standards imposed by governments and industry bodies worldwide are also contributing to the market's expansion. Regulations such as the General Data Protection Regulation (GDPR) in Europe and the California Consumer Privacy Act (CCPA) in the United States mandate stringent data protection measures. Organizations are compelled to invest in robust anti-spyware solutions to ensure compliance and avoid hefty penalties. This regulatory landscape is expected to drive the adoption of anti-spyware devices across various sectors, including healthcare, finance, and government.



    Regionally, North America currently dominates the anti-spyware device market, owing to the presence of major cybersecurity companies and a high level of awareness regarding data privacy. The Asia Pacific region is anticipated to witness the fastest growth during the forecast period, driven by the increasing digitalization, rising internet penetration, and growing number of cyber threats in emerging economies such as China and India. Europe is also expected to contribute significantly to the market growth, supported by stringent data protection regulations and a strong emphasis on cybersecurity.



    Product Type Analysis



    The anti-spyware device market can be segmented by product type into hardware-based anti-spyware devices and software-based anti-spyware devices. Hardware-based anti-spyware devices are physical units specifically designed to detect and prevent spyware. These devices offer robust security features, including real-time monitoring and automatic threat mitigation, making them suitable for environments that require high-security standards. Enterprises that handle sensitive information, such as financial institutions and healthcare organizations, are particularly inclined towards deploying hardware-based anti-spyware devices due to their reliability and effectiveness.



    Software-based anti-spyware devices, on the other hand, are applications installed on electronic devices such as computers, smartphones, and tablets. These solutions offer flexibility and ease of deployment, making them popular among individual users and small to medium-sized enterprises (SMEs). Software-based anti-spyware solutions are typically equipped with features such as periodic scans, real-time protection, and automatic updates, ensuring that users are protected against the latest spyware threats. The increasing adoption of mobile devices and the growing trend of remote working are expected to drive the demand for software-based anti-spyware solutions in the coming years.



    The hardware segment is anticipated to witness significant growth, driven by advancements in hardware technology and the integration of artificial intelligence (AI) and machine learning (ML) capabilities. These advancements enable hardware-based anti-spyware devices to detect and respond to

  5. d

    Data from: A Comprehensive Analysis of Pegasus Spyware and Its Implications...

    • search.dataone.org
    • dataone.org
    Updated Sep 24, 2024
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    Kareem, Karwan (2024). A Comprehensive Analysis of Pegasus Spyware and Its Implications for Digital Privacy and Security [Dataset]. http://doi.org/10.7910/DVN/YXQ0WR
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    Dataset updated
    Sep 24, 2024
    Dataset provided by
    Harvard Dataverse
    Authors
    Kareem, Karwan
    Description

    This paper comprehensively analyzes the Pegasus spyware and its implications for digital privacy and security. The Israeli cyber intelligence company NSO Group's Pegasus has gained recognition as a potent surveillance tool capable of hacking into smartphones and extracting data without the user's knowledge [49], [50]. The research emphasizes the technical aspects of this spyware, its deployment methods, and the controversies surrounding its use. The research also emphasizes the growing worries surrounding digital privacy and security as a result of the prevalent use of advanced spyware. By delving into legal, ethical, and policy issues, the objective of this study is to deliver a holistic understanding of the challenges posed by Pegasus and similar spyware tools. Through a comprehensive examination of the subject, the paper presents potential solutions to mitigate the threats and protect users from invasive surveillance techniques.

  6. A

    Anti-spyware Device Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 17, 2025
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    Data Insights Market (2025). Anti-spyware Device Report [Dataset]. https://www.datainsightsmarket.com/reports/anti-spyware-device-1650981
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    pdf, doc, pptAvailable download formats
    Dataset updated
    May 17, 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 global anti-spyware device market is experiencing robust growth, driven by escalating concerns over data breaches, industrial espionage, and national security threats. The market, estimated at $5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 8% from 2025 to 2033, reaching approximately $9 billion by 2033. This growth is fueled by increasing adoption of sophisticated surveillance technologies, necessitating advanced countermeasures. Key application segments include military and homeland security, where the demand for robust anti-spyware solutions is paramount due to the sensitive nature of information handled. The communication sector also represents a significant market driver, as organizations strive to protect confidential data and communications from interception. Furthermore, continuous research and development in the field are leading to the development of more advanced and effective anti-spyware devices, capable of detecting a wider range of threats. The market is segmented by device type, with RF detectors, eavesdropping detectors, camera detectors, and GPS detectors holding significant market share. North America and Europe currently dominate the market, owing to high technological advancement and strong regulatory frameworks related to data security. However, the Asia-Pacific region is poised for significant growth in the coming years, driven by rapid economic development and increasing digitalization. The competitive landscape is characterized by the presence of several established players including BAE Systems, Lockheed Martin, Northrop Grumman, Raytheon, and Thales Group. These companies are investing heavily in R&D to enhance their product offerings and expand their market reach. The increasing prevalence of cyberattacks and the growing awareness of data security vulnerabilities are contributing to market expansion. However, the high cost of these advanced devices and the complexity of implementation pose challenges to market penetration. Nevertheless, the overall market outlook remains positive, with substantial growth opportunities expected across diverse applications and geographical regions. The demand for robust security solutions in various sectors, coupled with technological advancements, is expected to further drive the market's expansion throughout the forecast period.

  7. Share of people who use antivirus and anti spyware software in Poland 2023

    • statista.com
    • ai-chatbox.pro
    Updated Jun 19, 2025
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    Statista (2025). Share of people who use antivirus and anti spyware software in Poland 2023 [Dataset]. https://www.statista.com/statistics/1223408/poland-share-of-people-who-use-antivirus-software/
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    Dataset updated
    Jun 19, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Nov 2023
    Area covered
    Poland
    Description

    In 2023, 76 percent of Polish respondents used antivirus and anti spyware software to protect their computers from threats.

  8. I

    Global Anti Spyware Software Market Key Players and Market Share 2025-2032

    • statsndata.org
    excel, pdf
    Updated May 2025
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    Stats N Data (2025). Global Anti Spyware Software Market Key Players and Market Share 2025-2032 [Dataset]. https://www.statsndata.org/report/anti-spyware-software-market-7737
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    pdf, excelAvailable download formats
    Dataset updated
    May 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Anti Spyware Software market has become a crucial segment within the broader cybersecurity landscape, offering essential solutions to combat the ever-growing threat of spyware and malicious software targeting both individuals and organizations. With increasing reliance on digital platforms for transactions, comm

  9. Antispyware Software Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Oct 4, 2024
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    Dataintelo (2024). Antispyware Software Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/antispyware-software-market
    Explore at:
    csv, pptx, pdfAvailable download formats
    Dataset updated
    Oct 4, 2024
    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

    Antispyware Software Market Outlook



    The global antispyware software market size is projected to expand from USD 2.5 billion in 2023 to USD 5.7 billion by 2032, growing at a compound annual growth rate (CAGR) of 9.6% during the forecast period. This substantial growth is driven by the increasing prevalence of cyber threats and the rising importance of data privacy and security across various industries. With the escalation of cyber espionage activities, businesses and individuals are recognizing the need for robust antispyware solutions to protect sensitive data from unauthorized access and attacks.



    One of the primary growth factors for the antispyware software market is the exponential increase in cyber threats and malicious software attacks. As technology advances, so do the methods employed by cybercriminals, leading to a more hostile digital environment. Organizations are actively seeking advanced antispyware solutions to safeguard their networks, systems, and sensitive information from spyware, adware, and other malicious software. The growing awareness about the detrimental impact of cyber-attacks on business operations and data integrity is propelling the demand for effective antispyware solutions.



    Another significant growth driver is the stringent regulatory landscape regarding data protection and privacy. Governments and regulatory bodies worldwide are imposing strict regulations and compliance standards, such as the General Data Protection Regulation (GDPR) in Europe and the California Consumer Privacy Act (CCPA) in the United States. These regulations mandate organizations to implement comprehensive security measures, including antispyware software, to protect personal and sensitive data from unauthorized access and breaches. Compliance with these regulations is fueling the adoption of antispyware solutions across various industries.



    The increasing adoption of cloud computing and the proliferation of Internet of Things (IoT) devices are also contributing to the growth of the antispyware software market. Cloud-based services offer numerous benefits, including scalability, cost-efficiency, and flexibility. However, they also present new security challenges, such as data breaches and unauthorized access to cloud-stored information. Similarly, the rapid growth of IoT devices creates additional entry points for spyware attacks. As organizations embrace these technologies, the need for robust antispyware solutions to secure cloud environments and IoT ecosystems is becoming more critical.



    From a regional perspective, North America holds a significant share of the global antispyware software market, driven by the presence of major cybersecurity companies and high awareness levels regarding data security. Europe follows closely, with stringent regulatory frameworks and increasing cybersecurity investments. The Asia Pacific region is expected to witness the highest growth rate during the forecast period, attributed to the rapid digital transformation, increasing internet penetration, and rising cyber threats in developing economies such as India and China. Latin America, the Middle East, and Africa are also emerging markets with growing awareness and adoption of antispyware solutions.



    Component Analysis



    The antispyware software market is segmented into software and services. The software segment dominates the market, primarily due to the widespread adoption of antispyware software solutions by businesses and individuals to protect their systems and data from spyware attacks. These software solutions offer real-time protection, automated updates, and advanced threat detection capabilities, making them a preferred choice for cybersecurity. Additionally, the continuous advancements in software technologies, such as machine learning and artificial intelligence, are enhancing the effectiveness and efficiency of antispyware software, further driving its demand.



    Within the software segment, there are various types of antispyware software available, including standalone antispyware solutions and integrated security suites. Standalone antispyware solutions are dedicated software specifically designed to detect and remove spyware from systems. These solutions are often used in conjunction with other cybersecurity tools to provide comprehensive protection. On the other hand, integrated security suites combine antispyware with other security features such as antivirus, firewall, and intrusion detection systems. These suites offer a holistic approach to cybersecurity, providing multi-layered protection against various threats.



    The serv

  10. A

    Antispyware Software Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Mar 15, 2025
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    Antispyware Software Report [Dataset]. https://www.archivemarketresearch.com/reports/antispyware-software-59295
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    pdf, doc, pptAvailable download formats
    Dataset updated
    Mar 15, 2025
    Dataset authored and provided by
    Archive Market Research
    License

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

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

    The global antispyware software market is experiencing steady growth, with a market size of $3038.6 million in 2025 and a projected Compound Annual Growth Rate (CAGR) of 2.7% from 2025 to 2033. This growth is fueled by several key factors. The increasing sophistication of cyber threats, including malware, ransomware, and spyware, necessitates robust security solutions for both individuals and enterprises. The rise of remote work and cloud computing expands the attack surface, making antispyware software crucial for protecting sensitive data and systems across distributed environments. Furthermore, rising awareness of online privacy concerns and data breaches is driving demand for advanced antispyware solutions that offer comprehensive protection and data encryption capabilities. The market is segmented by deployment (cloud-based and on-premises) and application (enterprise and individual), with the cloud-based segment experiencing faster growth due to its scalability and ease of management. Competition is intense, with established players like McAfee, Norton, and Kaspersky vying for market share alongside emerging providers offering innovative solutions. Growth is expected across all geographic regions, with North America and Europe maintaining significant market shares due to high technological adoption and robust cybersecurity infrastructure. The market's sustained growth reflects the ongoing need for robust cybersecurity measures. However, certain challenges could temper growth. These include the evolving nature of cyber threats, requiring constant updates and adaptations in antispyware technology. The cost of advanced antispyware solutions can be a barrier for some individuals and small businesses, particularly in developing economies. Concerns surrounding data privacy and the potential for false positives within antispyware software also influence consumer choices. To maintain momentum, vendors must invest in research and development to stay ahead of evolving threats, offer flexible pricing models, and ensure the accuracy and reliability of their products to build consumer trust and maintain market competitiveness.

  11. Secure Web Gateway Market Analysis North America, Europe, APAC, Middle East...

    • technavio.com
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    Technavio, Secure Web Gateway Market Analysis North America, Europe, APAC, Middle East and Africa, South America - US, China, UK, Germany, Japan - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/secure-web-gateway-market-industry-analysis
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    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global, United States, Germany
    Description

    Snapshot img

    Secure Web Gateway Market Size 2024-2028

    The secure web gateway market size is forecast to increase by USD 19.45 billion at a CAGR of 26.79% between 2023 and 2028. The market is experiencing significant growth due to the increasing number of online security threats targeting web products and websites. Traditional firewalls once considered a cyber barrier, are no longer sufficient to protect against unauthorized traffic, malicious websites, and data leakage.

    To address these challenges, secure web gateways employ a 7-layered traffic inspection approach, providing application-level control and data leakage prevention. As more companies adopt cloud-based solutions and allow remote workers, the need for advanced web security solutions becomes increasingly important. The rising adoption of cloud-based security technologies is a major market growth factor, despite the high implementation costs.

    What will be the size of the Secure Web Gateway Market During the Forecast Period?

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    The cyber threat environment continues to evolve, with system viruses and unknown spyware posing significant risks to both individual and organizational data. Unsecured communication channels and malicious web traffic are common avenues for cyber-attacks, making it crucial for businesses to implement strong security solutions. A secure web gateway acts as a cyber barrier, safeguarding against online security threats and protecting against unauthorized traffic, malware attacks, and data breaches. Malicious web traffic, including viruses, malware, and harmful websites, can infiltrate an internal network through unsecured endpoints.

    Moreover, trojan horses, adware, and spyware are common threats that can compromise individual data and organizational data. Remote employees working from home present an additional challenge, as they may access the company network through unsecured Wi-Fi or unprotected devices. A secure web gateway acts as a centralized filtering system, controlling web requests and blocking access to malicious websites. It provides an essential layer of security, preventing unauthorized access to sensitive data and protecting against known and unknown threats. By implementing a secure web gateway, companies can enforce company policy, ensuring that all web traffic is secure and compliant. Online security threats are a constant concern for businesses, with data breaches and malware attacks becoming increasingly common.

    Furthermore, a secure web gateway helps mitigate these risks by providing a comprehensive solution for securing end-user data and web security. It blocks malicious web traffic, preventing the spread of viruses, malware, and other harmful software. By implementing a secure web gateway, businesses can protect their valuable data and maintain their online reputation. In conclusion, a secure web gateway is an essential component of any organization's cybersecurity strategy. It provides a critical layer of protection against online security threats, including malicious web traffic, viruses, malware, and harmful websites. By implementing a secure web gateway, businesses can safeguard their data, protect against unauthorized traffic, and maintain compliance with industry regulations.

    Market Segmentation

    The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

    Deployment
    
      Cloud
      On-premises
    
    
    End-user
    
      BFSI
      IT and telecom
      Government and defense
      Others
    
    
    Geography
    
      North America
    
        US
    
    
      Europe
    
        Germany
        UK
    
    
      APAC
    
        China
        Japan
    
    
      Middle East and Africa
    
    
    
      South America
    

    By Deployment Insights

    The cloud segment is estimated to witness significant growth during the forecast period. The market is expected to experience substantial expansion in the coming years due to the escalating requirement for comprehensive data and identity security in corporations. With the rise in cybercrime and the increasing number of threats from hackers, the demand for sophisticated security solutions is surging. The adoption of cloud security services is gaining traction among large enterprises and small businesses as they transfer an increasing volume of sensitive and confidential data. The proliferation of mobile devices for both professional and personal use is further fueling the demand for cloud security solutions, as these devices are highly susceptible to attacks.

    Furthermore, secure Web Gateways provide advanced functionalities such as antivirus, application control, data loss prevention, and HTTPS inspection to protect enterprises from harmful code and potential leaks. The financial sector, including banks, is a significant end user of Secure Web Gateways due to the sensitive nature of the data they handle. The

  12. w

    Global Web Protection Software Market Research Report: By Deployment Model...

    • wiseguyreports.com
    Updated Aug 10, 2024
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    wWiseguy Research Consultants Pvt Ltd (2024). Global Web Protection Software Market Research Report: By Deployment Model (On-premises, Cloud, Hybrid), By Organization Size (Large Enterprises, Small and Medium-Sized Businesses), By Application (Web Browsing, Email Protection, Malware and Spyware Protection, Ransomware Protection, Network Security, Data Loss Prevention) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2032. [Dataset]. https://www.wiseguyreports.com/reports/web-protection-software-market
    Explore at:
    Dataset updated
    Aug 10, 2024
    Dataset authored and provided by
    wWiseguy Research Consultants Pvt Ltd
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Jan 8, 2024
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2024
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 202351.13(USD Billion)
    MARKET SIZE 202456.21(USD Billion)
    MARKET SIZE 2032120.0(USD Billion)
    SEGMENTS COVEREDDeployment Model ,Organization Size ,Application ,Regional
    COUNTRIES COVEREDNorth America, Europe, APAC, South America, MEA
    KEY MARKET DYNAMICSRising cyber threats Growing adoption of internet banking Increasing use of mobile devices Stringent regulatory compliance Demand for data security
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDCloudflare ,F5 Networks ,Akamai Technologies ,Check Point Software Technologies ,Fortinet ,Imperva ,Trend Micro ,Radware ,Symantec
    MARKET FORECAST PERIOD2025 - 2032
    KEY MARKET OPPORTUNITIESIncreased adoption of cloudbased web protection solutions Growing awareness of cyber threats Expansion into emerging markets Need for advanced security measures for critical infrastructures Integration with other security solutions
    COMPOUND ANNUAL GROWTH RATE (CAGR) 9.94% (2025 - 2032)
  13. Virus or spyware on devices experienced by children in the CEE region...

    • statista.com
    Updated Jul 11, 2025
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    Statista (2025). Virus or spyware on devices experienced by children in the CEE region 2017-2019 [Dataset]. https://www.statista.com/statistics/1190596/cee-virus-or-spyware-on-devices-experienced-by-children-by-age/
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    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Central and Eastern Europe, CEE
    Description

    Between 2017 and 2019, among the surveyed children from selected Central and Eastern European countries, the range of children between **** and 11 years old who experienced virus or spyware on their devices was between **** percent in Slovakia and ** percent in Czechia. Among 12 to 14 years old, the same applied for ***** percent in Croatia and to ** percent in Romania. Among the oldest children, the range was between ** percent in Slovakia and ** percent in Poland.

  14. Updated Gravity Spy Data Set

    • zenodo.org
    • explore.openaire.eu
    application/gzip, bin +1
    Updated Nov 19, 2021
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    Scott Coughlin; Scott Coughlin (2021). Updated Gravity Spy Data Set [Dataset]. http://doi.org/10.5281/zenodo.1476551
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    application/gzip, csv, binAvailable download formats
    Dataset updated
    Nov 19, 2021
    Dataset provided by
    Zenodohttp://zenodo.org/
    Authors
    Scott Coughlin; Scott Coughlin
    License

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

    Description

    We present the first version of the training set used in the Gravity Spy citizen science project. This training set, curated further from the one discussed in detail here and available here 10.5281/zenodo.1476156, was utilized to train the convolutional neural network employed in the Gravity Spy project. We anticipate moving forward to release more labelled Gravity Spy data sets, including a data set containing the annotations provided by our citizen science volunteers.

    Data Set Information

    There are three files provided in this data set

    • trainingset_v1d1_metadata.csv
      • This file has many columns, gravityspy_id, label, and sample_type. gravityspy_id is the unique 10 character hash given to every Gravity Spy sample. label is the string label of the sample. sample_type indicates whether this sample was used in the paper for testing training or validating the models. This is provided for those who would like to do direct comparisons to the network described in the paper.
      • Additional columns contain some metadata information about the glitch
        • event_time,ifo,peak_time,peak_time_ns,start_time,start_time_ns,duration,search,process_id,event_id,peak_frequency,central_freq,bandwidth,channel,amplitude,snr,confidence,chisq,chisq_dof,param_one_name,param_one_value,
    • trainingsetv1d1.h5
      • This file contains the exact arrays used in the paper for every Gravity Spy sample. Each Gravity Spy sample is defined by four different images with varying temporal duration, 0.5, 1.0, 2.0, and 4.0 second, respectively. This also determines the naming conventions of the PNGs: interferometer_gravityspyid_spectrogram_duration.png (e.g. H1_Fv3p6eROvA_spectrogram_0.5.png, H1_Fv3p6eROvA_spectrogram_1.0.png, H1_Fv3p6eROvA_spectrogram_2.0.png, H1_Fv3p6eROvA_spectrogram_4.0.png).
      • This file contains all the information needed for each sample in the Gravity Spy dataset (i.e. the label, the sample type of the sample, the unique id of the sample, and the image data for that sample.
        • /1080Lines/validation/xUEyaWr34c Group
          /1080Lines/validation/xUEyaWr34c/0.5.png Dataset {1, 140, 170}
          /1080Lines/validation/xUEyaWr34c/1.0.png Dataset {1, 140, 170}
          /1080Lines/validation/xUEyaWr34c/2.0.png Dataset {1, 140, 170}
          /1080Lines/validation/xUEyaWr34c/4.0.png Dataset {1, 140, 170}
    • trainingsetv1d1.tar.gz
      • Contains the raw PNGs of the Gravity Spy training set.
      • The structure of the folder is /"label"/"sample_type"/"pngs"

    Data Set Parsing Information

    To read and crop out the plot axis and labels of the provided PNGs, the following small python code using scikit-image should work.

    from skimage import io

    image_data = io.imread("filename_of_image")

    x=[66, 532]; y=[105, 671]

    image_data = image_data[x[0]:x[1], y[0]:y[1], :3]

  15. F

    Cyber Security in Healthcare Market Size, Share, Growth Analysis Report By...

    • fnfresearch.com
    pdf
    Updated Jul 3, 2025
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    Facts and Factors (2025). Cyber Security in Healthcare Market Size, Share, Growth Analysis Report By Type of Solution (Identity and Access Management, Risk and Compliance Management, Antivirus and Antimalware, DDoS Mitigation, Security Information and Event Management, Intrusion Detection System/ Intrusion Prevention System and Others), By Type of Threat (Malware, DDoS, Advanced Persistent Threat, Spyware, Lost or Stolen Devices and Others), By End-Use (Pharma & Chemicals, Medical Devices, Health Insurance, Hospitals and Others), and By Region - Global and Regional Industry Insights, Overview, Comprehensive Analysis, Trends, Statistical Research, Market Intelligence, Historical Data and Forecast 2022 – 2028 [Dataset]. https://www.fnfresearch.com/cyber-security-in-healthcare-market
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    pdfAvailable download formats
    Dataset updated
    Jul 3, 2025
    Dataset authored and provided by
    Facts and Factors
    License

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

    Time period covered
    2022 - 2030
    Area covered
    Global
    Description

    [203+ Pages Report] The global Cyber Security in Healthcare market size is expected to grow from USD 12.3 billion to USD 32.9 billion by 2028, at a CAGR of 17.80% from 2022-2028

  16. m

    Commercial Spyware Global Inventory

    • data.mendeley.com
    Updated Oct 5, 2022
    + more versions
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    Steven Feldstein (2022). Commercial Spyware Global Inventory [Dataset]. http://doi.org/10.17632/csvhpkt8tm.4
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    Dataset updated
    Oct 5, 2022
    Authors
    Steven Feldstein
    License

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

    Description

    Global inventory of commercial spyware procured by governments. Focuses on three overarching questions: Which governments show evidence of procuring and employing commercial spyware against domestic actors? Which private sector companies are involved? Are the operations being carried out pursuant to a repressive agenda – do they violate “principles of legality, necessity, proportionality and legitimacy in objective?”

    Source material derives from The Citizen Lab, Freedom on the Net, Privacy International, the Council on Foreign Relations’ Cyber Operations Tracker (CFR), and the Electronic Frontier Foundation (EFF) and also includes data from major print and news media outlets (e.g., The New York Times, Reuters, Haaretz, Financial Times, The Wall Street Journal). Because of attribution challenges and the difficulty of pinpointing intrusion operations within a specified timeframe, I aggregated observations between 2011 and 2022. Updated October 4, 2022.

  17. Security Software Publishing in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated May 5, 2025
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    IBISWorld (2025). Security Software Publishing in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/industry/security-software-publishing/1995/
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    Dataset updated
    May 5, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Area covered
    United States
    Description

    Cybersecurity has become a top organizational priority as cyber threats expand in complexity, particularly amid rising remote work and digital reliance. Companies are substantially increasing funding for security solutions to protect data and comply with regulations like the CCPA. Despite budget constraints, cybersecurity is now a board-level concern, leading to higher spending on anti-malware, VPNs and related services. As a result, revenue has expanded substantially since 2020. Despite strong demand, revenue growth has been quite volatile over the past five years due to shifting economic conditions related to the pandemic, the economic recovery, soaring inflation and recessionary fears. Providers are diversifying products, leveraging SaaS models for stable revenue and incorporating AI and machine learning to enhance protection. However, integration challenges arise as organizations use varied software, prompting collaborations like those between Microsoft and SAP to strengthen offerings. These improvements have driven demand and competition, but require significant investment. Despite a greater number of mergers and acquisitions in recent years, internal competition among security software companies has spiked, as demonstrated by a major jump in establishments and enterprises. This has put downward pressure on profit over the past few years. Overall, revenue for security software publishers has surged at a CAGR of 8.4% over the past five years, reaching $57.0 billion in 2025. This includes a 6.5% rise in revenue in 2025. Moving forward, demand for software, especially cybersecurity, will remain strong due to increasing online activity across households, businesses and government agencies. However, as market saturation rises and most potential clients already use software, revenue growth will slow compared to previous years. This saturation is likely to drive more consolidation, with larger providers acquiring smaller competitors who struggle to find new revenue streams. Economic uncertainty is also looming, with significant tariffs introduced in early 2025 potentially triggering inflation and a possible recession. This scenario could suppress consumer and business spending, dampening software demand. In response, smaller firms may exit or increase advertising to survive in a consolidating market. Technological advancements will focus on zero-trust architecture, biometric authentication and AI-driven innovation, leading to more resilient, user-friendly security solutions. However, increased AI adoption may automate jobs, prompting workers to adapt as the industry evolves. Overall, revenue for security software businesses is forecast to swell at a CAGR of 7.6% over the next five years, reaching $82.3 billion in 2030.

  18. r

    Data from: Matthew Gaber: Peekaboo

    • researchdata.edu.au
    Updated Apr 12, 2024
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    Mohiuddin Ahmed; Matthew Gaber; Helge Janicke (2024). Matthew Gaber: Peekaboo [Dataset]. http://doi.org/10.25958/85P1-4W32
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    Dataset updated
    Apr 12, 2024
    Dataset provided by
    Edith Cowan University
    Authors
    Mohiuddin Ahmed; Matthew Gaber; Helge Janicke
    License

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

    Description

    Cyber-attacks continue to evolve, increasing in frequency and sophistication where Artificial Intelligence (AI) is becoming essential in detecting modern malware. However, the accuracy of AI in malware detection is dependent on the quality of the features it is trained with. Static and dynamic analysis of malware is limited by the widespread use of obfuscation and anti-analysis techniques employed by malware authors, where if an analysis environment is detected the malware will hide its malicious behavior. However, Dynamic Binary Instrumentation (DBI) allows deep and precise control of the malware sample, thereby facilitating the extraction of authentic features from sophisticated and evasive malware. We developed Peekaboo, a DBI tool to defeat the anti-analysis techniques and extract authentic behavior from live malware samples. We collected 18,527 malware samples across ransomware, spyware, trojans, botnets, worms, Advanced Persistent Threats (APT) and post exploitation tools where every sample includes type, family, and variant information, for example Ransomware-WannaCry-SHA256. We also collected 1,973 benign software samples for analysis.

    This dataset contains the results for each sample, that were run for up to 15 minutes, to observe not only the anti-analysis techniques used but also its complete behavior. For each malware sample, the network traffic, every opcode that is executed and every evasive technique that is used are captured.

  19. Cyber Weapon Market Analysis North America, Europe, APAC, Middle East and...

    • technavio.com
    Updated Feb 23, 2022
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    Technavio (2022). Cyber Weapon Market Analysis North America, Europe, APAC, Middle East and Africa, South America - US, China, UK, Germany, Japan - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/cyber-weapon-market-analysis
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    Dataset updated
    Feb 23, 2022
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Germany, United Kingdom, United States, Global
    Description

    Snapshot img

    Cyber Weapon Market Size 2024-2028

    The Cyber Weapon Market size is estimated to grow by USD 9.50 billion, at a CAGR of 11.83% between 2023 and 2028. The market is experiencing significant expansion due to various influencing factors. Primarily, the escalating IT security budgets of organizations worldwide reflect the increasing importance placed on safeguarding digital assets. Furthermore, the expanding need for robust infrastructure protection in the face of escalating cyber threats is driving market growth. Additionally, international conflicts have heightened the demand for advanced cyber weapons, as nations seek to gain strategic advantages over their adversaries. These factors collectively contribute to the dynamic and evolving cyber weapon market landscape.

    What will be the Size of the Market During the Forecast Period?

    To learn more about this report, View Report Sample

    Market Dynamics

    In today's interconnected world, the rise of malicious activities poses a significant threat to various sectors, including healthcare, where confidential data and critical information are at risk. Organizations such as Privacy International are closely monitoring surveillance technologies and spyware, recognizing the importance of safeguarding national security and digital infrastructure. With the increasing reliance on IT infrastructure, cyber vulnerabilities have become a pressing concern, leading to potential risks such as terrorism, economic disruption, and cyber espionage. The market landscape depends on Data mining, Machine learning, Semantic analysis, Neural networks, Multivariate statistics, Social media analytics, Skilled professionals, Data security, Privacy concerns, and Experience Cloud. To counter these threats, governments and international organizations have established cyber defense mechanisms, including the Cyber Mission Force and defense budgets allocated for cybersecurity initiatives. However, the corporate sector remains a target for cybercriminals seeking financial gain through security breaches and phishing attacks targeting banks, telecoms, and e-commerce platforms.

    Key Market Driver

    One of the key factors driving the market growth is the increasing IT security budget. Several organizations across various sectors are increasing their IT budgets due to the increasing number of cybersecurity threats. In addition, there is a significant increase in global spending on IT security budgets across the globe which mainly comprise expenses on cyber security services. For example, global spending on IT security services was around USD 71.68 billion in 2022, which is anticipated to reach approximately USD 76 billion by the end of 2023.

    In addition, there is an increase in the number of cyber attacks as there is an increase in the use of websites and web applications by end-users, which fuels the number of instances of identity and data theft. Hence, the increasing complexity of cyber-attacks and the growing awareness of security risks are positively impacting the market. Hence, such factors are expected to drive the market during the forecast period.

    Significant Market Trends

    One of the major market trends is the growing demand for data safety and security. There is an increase in demand for systems monitoring, hardware, intellectual property, theft, and disposal of targets' data, as well as vital manufacturing and commercial activities fuelled by the market. In addition, there is an increase in demand for control of commercial losses due to factors such as the need for data safety and security.

    Moreover, the growing demand across various sectors, such as the military, government, telecommunication, banking, and finance, is positively impacting the market. Furthermore, the personal data in these end-user sectors are highly prone to unexpected damage by cyber hackers. Hence, such factors are driving the market during the forecast period.

    Major Market Restraint

    The high cost of development is one of the key challenges hindering the market. There is a significant cost associated with the development of cyber weapons as it requires time, resources, and technical expertise. In addition, there are only a handful of companies which has the funds and capacity to help with the production of these complicated technologies.

    Moreover, as research is highly confidential, it is inconceivable for potential clients to think about the cost and capacities of these frameworks. Hence, such factors are negatively impacting the market which in turn will hinder the market growth during the forecast period.

    Market Segmentation

    The defensive segment is estimated to witness significant growth during the forecast period. There is an increasing deployment of virus malware as defensive cyber weapons to prevent the theft of intellectual property or the erasure of data and systems. Factors such as the increase in threats to critical infrastructure in

  20. Share of Hungarians familiar with the Pegasus spyware scandal 2021

    • statista.com
    Updated Aug 13, 2021
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    Share of Hungarians familiar with the Pegasus spyware scandal 2021 [Dataset]. https://www.statista.com/statistics/1257602/hungary-familiarity-with-the-pegasus-spyware-scandal/
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    Dataset updated
    Aug 13, 2021
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jul 23, 2021 - Jul 28, 2021
    Area covered
    Hungary
    Description

    In July 2021, the Pegasus spyware scandal broke in Hungary, meaning that political figures, journalists and media owners were targeted by the spying software developed by the Israeli NSO Group. According to the survey conducted in the end of July 2020, 74 percent of Hungarians had heard about these events.

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Statista (2025). Global spyware families distribution 2023 [Dataset]. https://www.statista.com/statistics/1449964/spyware-families-global/
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Global spyware families distribution 2023

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Dataset updated
Mar 26, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
2023
Area covered
Worldwide
Description

In 2023, the SpinOK spyware was the most used worldwide, with 61.4 percent of detected usage cases. Spynote ranked second, with about 8.6 percent, while LoanSpy followed, with around 5.1 percent of detected users.

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