The statistic shows the application of machine learning to cybersecurity practices in organizations in the United States as of 2018. As of that time, ** percent of the respondents states that their organization made use of machine learning in cybersecurity practices.

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.

This statistic shows the voluntary attrition rate among management level cyber security professionals in organizations worldwide as of 2018. Around ** percent of respondents from AON Hewitt's Global Cyber Security Talent Survey stated that the voluntary attrition rate of management level cyber security professionals was between zero and *** percent in their organization.

Abstract copyright UK Data Service and data collection copyright owner. The Cyber Security Breaches Survey, 2018 was run to understand organisations' approaches and attitudes to cyber security, and to understand their experience of cyber security breaches. Its aim was to support the Government by providing evidence that can inform policies which help to make Britain a safer place to do business online.The data has been collected annually since 2016 to understand the views of organisations on cyber security. Data are collected on topics including online use; attitudes of organisations to cyber security and awareness of Government initiatives; approaches to cyber security (including investment and processes); incidences and impact of a cyber security breach or attack; and how breaches are dealt with by the organisation. This information helps to inform Government policy towards organisations, including what measures and initiatives should be taken to ensure that key messages get across to businesses and charities so that they are cyber secure. The underlying data is useful for researchers to better understand the response across a range of organisations (rather than averages) and for wider comparability over time. The survey originally only covered businesses but was expanded to include charities from the 2018 survey onwards. Main Topics: Views, experiences and behaviours of organisations (UK businesses and charities) on cyber security and cyber security breaches. Multi-stage stratified random sample

The Cyber Security Breaches Survey, 2021 (CSBS) was run to understand organisations' approaches and attitudes to cyber security, and to understand their experience of cyber security breaches, especially in light of the COVID-19 pandemic. The aim of the survey was to support the Government by providing evidence that can inform policies which help to make Britain a safer place to do business online. Details of changes for the 2021 survey can be found in the Technical Annex documentation.

These surveys have been conducted annually since 2016 to understand the views of UK organisations on cyber security. Data are collected on topics including online use; attitudes of organisations to cyber security and awareness of Government initiatives; approaches to cyber security (including investment and processes); incidences and impact of a cyber security breach or attack; and how breaches are dealt with by the organisation. This information helps to inform Government policy towards organisations, including how best to target key messages to businesses and charities so that they are cyber secure (and so that the UK is the safest place in the world to do business online). The study is funded by the DCMS as part of the National Cyber Security Programme.

The underlying data are useful for researchers to better understand the response across a range of organisations and for wider comparability over time. The survey originally only covered businesses but was expanded to include charities from the 2018 survey onwards. From 2020, the survey includes a sample of education institutions (primary and secondary schools, further and higher education). Please note that the UK Data Service only holds data from 2018 onwards.

Further information and additional publications can be found on the "http://GOV.UK" target="_blank"> GOV.UK Cyber Security Breaches Survey, 2021 webpage.

Dataset Title: Cybersecurity Threat Detection and Awareness Program Dataset (2018-2024)

Description: This dataset provides a comprehensive collection of cybersecurity events and network traffic data, spanning from January 2018 to March 2024, collected from real-world corporate environments in Texas, USA. The data includes a diverse range of cybersecurity incidents, covering normal activity as well as various types of threats. It was gathered from multiple sources, such as network traffic logs, system logs, and external threat intelligence feeds, making it suitable for developing machine learning models aimed at threat detection, incident response, and cybersecurity awareness improvement.

The dataset is well-suited for research and experimentation in threat intelligence, intrusion detection, cybersecurity awareness training, and anomaly detection. The included features allow for the modeling of various threat scenarios and multi-class classification tasks. The labeled data provides information on the severity and type of threats detected, supporting both supervised and unsupervised learning techniques.

Features Overview:

Date_Time: The timestamp of the event (e.g., 2022-05-01 14:30:00), indicating when the activity or incident occurred.

Source_IP: IP address of the originating device involved in the event (e.g., 192.168.1.1).

Destination_IP: IP address of the target device involved in the event (e.g., 10.0.0.5).

Source_Port: Port number on the originating device (e.g., 443).

Destination_Port: Port number on the target device (e.g., 80).

Protocol_Type: The protocol used for the communication, such as TCP, UDP, ICMP.

Flow_Duration: Duration of the network flow in milliseconds.

Packet_Size: The size of the packet in bytes.

Flow_Bytes/s: The number of bytes transmitted per second during the flow.

Flow_Packets/s: The number of packets transmitted per second during the flow.

Total_Forward_Packets: Total number of packets sent in the forward direction.

Total_Backward_Packets: Total number of packets sent in the reverse direction.

Packet_Length_Mean: Average packet length for the flow.

IAT_Forward: Inter-arrival time for packets in the forward direction.

IAT_Backward: Inter-arrival time for packets in the reverse direction.

Active_Duration: Duration of active time for the connection.

Idle_Duration: Duration of idle time for the connection.

IDS_Alert_Count: Number of intrusion detection system alerts triggered during the event.

Anomaly_Score: A score indicating the anomaly level of the event, derived from anomaly detection algorithms.

Attack_Vector: Type of attack vector used (e.g., Phishing, DDoS, Brute Force).

Attack_Severity: Severity of the detected threat, categorized as Low, Medium, High, or Critical.

Compromised_Hosts_Count: Number of hosts compromised during the event.

Botnet_Family: Family of botnet detected (if applicable), such as Mirai, Zeus.

Malware_Type: Type of malware detected, such as Ransomware, Trojan.

User_Login_Attempts: Number of login attempts during the event.

Geolocation: Geographic location of the originating IP (Country, City).

Device_Type: Type of device involved (e.g., Server, Router, Mobile).

Firewall_Logs: Binary indicator (0 or 1) showing whether firewall logs flagged the activity.

Antivirus_Alerts: Binary indicator (0 or 1) showing whether antivirus software detected a threat.

Open_Ports_Count: Number of open ports on the target device.

Reputation_Score: A score indicating the reputation of the IP/domain based on threat intelligence sources.

Blacklisted_IP: Binary indicator (0 or 1) indicating if the IP is listed on a blacklist.

Known_Vulnerability: Binary indicator (0 or 1) showing if the target system has known vulnerabilities (based on CVE).

Threat_Intelligence_Source: Source from which the threat intelligence information was gathered.

System_Patch_Status: Indicates whether the system is patched (Up-to-date, Outdated).

CPU_Utilization: CPU usage percentage during the event.

Memory_Utilization: Memory usage percentage during the event.

Employee_Training_Completion: Completion rate of cybersecurity awareness training for the employee involved.

Phishing_Simulation_Success: Result of phishing simulation attempts (Success, Failure).

Reported_Incidents: Number of cybersecurity incidents reported by the user.

Incident_Response_Time: Time taken to respond to the incident in minutes.

Label (Target Variable):

Threat_Severity: The severity level of the threat, categorized as: 0: No Threat 1: Low-Level Threat 2: Medium-Level Threat 3: High-Level Threat 4: Critical Threat Usage: This dataset is ideal for training and testing machine learning models for tasks such as:

Multi-class classification for threat detection. Anomaly detection. Predictive modeling for incident response prioritization. Cybersecurity awareness program improvement. Researchers and...

The Cyber Security Breaches Survey, 2020 was run to understand organisations' approaches and attitudes to cyber security, and to understand their experience of cyber security breaches. Its aim was to support the Government by providing evidence that can inform policies which help to make Britain a safer place to do business online.

The data have been collected annually since 2016 to understand the views of UK organisations on cyber security. Data is collected on topics including online use; attitudes of organisations to cyber security and awareness of Government initiatives; approaches to cyber security (including investment and processes); incidences and impact of a cyber security breach or attack; and how breaches are dealt with by the organisation. This information helps to inform Government policy towards organisations, including how best to target key messages to businesses and charities so that they are cyber secure (and so that the UK is the safest place in the world to do business online). The study is funded by the Cabinet Office as part of the National Cyber Security Programme.

The underlying data are useful for researchers to better understand the response across a range of organisations (rather than averages) and for wider comparability over time. The survey originally only covered businesses but was expanded to include charities from the 2018 survey onwards. From 2020, the survey includes a sample of education institutions (primary and secondary schools, further and higher education). Please note that the UK Data Service only holds data from 2018 onwards.

Further information and additional publications can be found on the GOV.UK https://www.gov.uk/government/statistics/cyber-security-breaches-survey-2020">Cyber Security Breaches Survey, 2020 webpage.

This dataset provides an overview of the courses offered by the Canadian Centre for Cyber Security, the duration, course fee, number of sessions offered, and total number of participants for the given fiscal year.

In 2018, global spending on cybersecurity was projected to reach around 66 billion U.S. dollars, more than doubling in value since 2011. Utilizing an array of software and IT services, the field of cybersecurity focuses on ensuring the safety of digital systems and information.

Cybersecurity Market

Cybersecurity measures are utilized in companies, government organizations, and among private customers around the world. The field has come a long way from the days of frustrating antivirus software on personal computers, and now includes sizable segments for network security, data protection, and vulnerability management. The amount of digitalized, private information has grown massively in the past decade, increasing the need for more advanced cyber security technology.

Cyber attacks Considering the steady increase in cyberattacks over the years, it is no surprise that the cybersecurity market is growing so rapidly. Hundreds of millions of private records are exposed each year, risking the privacy and security of both individual consumers and businesses around the world. Phishing and network intrusion are the most common types of attack experienced by companies, but preventable mistakes like lost devices and inadvertent disclosures are also relatively common.

Abstract copyright UK Data Service and data collection copyright owner. The Cyber Security Breaches Survey, 2024 (CSBS) was run to understand organisations' approaches and attitudes to cyber security, and to understand their experience of cyber security breaches. The aim of the survey was to support the Government by providing evidence that can inform policies which help to make Britain a safer place to do business online. Details of changes for the 2024 survey can be found in the Technical Annex documentation. These surveys have been conducted annually since 2016 to understand the views of UK organisations on cyber security. Data are collected on topics including online use; attitudes of organisations to cyber security and awareness of Government initiatives; approaches to cyber security (including investment and processes); incidences and impact of a cyber security breach or attack; and how breaches are dealt with by the organisation. This information helps to inform Government policy towards organisations, including how best to target key messages to businesses and charities so that they are cyber-secure (and so that the UK is the safest place in the world to do business online). The study is funded by the DSIT as part of the National Cyber Security Programme. The underlying data are useful for researchers to better understand the response across a range of organisations and for wider comparability over time. The survey originally only covered businesses but was expanded to include charities from the 2018 survey onwards. From 2020, the survey includes a sample of education institutions (primary and secondary schools, further and higher education). Please note that the UK Data Service only holds data from 2018 onwards. Further information and additional publications can be found on the GOV.UK Cyber Security Breaches Survey 2024 web page. Main Topics: Organisational cyber security, views, experiences and behaviours of organisations (UK businesses, charities and educational institutions) on cyber security and cyber security breaches. Multi-stage stratified random sample

Modern battles are not only fought on air, land and sea, but also in cyberspace. Hostile forces are constantly trying to disrupt or damage critical operations of a country and conduct cyber espionage to access information that are vital to the government and military. Cyber attacks can originate from anywhere in the world and are inexpensive in nature, owing to which adversary forces prefer to engage in cyber warfare techniques instead of conventional warfare. These factors drive the defense establishments across the world to invest in instituting defense capabilities against cyber attacks. Read More

The global indicator 'Estimated Cost of Cybercrime' in the cybersecurity market was forecast to continuously increase between 2024 and 2029 by in total *** trillion U.S. dollars (+***** percent). After the eleventh consecutive increasing year, the indicator is estimated to reach ***** trillion U.S. dollars and therefore a new peak in 2029. Notably, the indicator 'Estimated Cost of Cybercrime' of the cybersecurity market was continuously increasing over the past years. Ransomware and manufacturing industry Cyberattacks remain a significant challenge for organizations worldwide, sectors such as manufacturing, finance, and insurance were the most affected by these attacks. Among the various types of cyber threats, ransomware was the most frequently detected, accounting for around ** percent of all incidents. The manufacturing industry, in particular, faced the highest number of ransomware attacks, making it the most targeted sector globally. Cybersecurity awareness and investments Organizations worldwide became increasingly aware of the dangers posed by cyberattacks, approximately ** percent of internet users became familiar terms such as with "ransomware." In response to these threats, companies invested more in cybersecurity. In 2024, the average annual increase in IT security budgets was expected to reach *** percent. In fact, for companies worldwide, enhancing the cyber resilience of their cybersecurity teams was the top spending priority in 2023.

This statistic shows the top ways in which organizations are altering their hiring strategy as a response to increasing demand for cyber security talent worldwide as of 2018. Around ** percent of respondents from AON Hewitt's Global Cyber Security Talent Survey stated that their organization was using the hiring strategy "horizontal internal moves" in face of increased demand for cyber security talent.

For the fiscal year 2024, the estimated cybersecurity spending of the Department of Homeland Security (DHS) was more than three billion U.S. dollars, making it the largest budget among the CFO act government agencies, excluding the Department of Defense. The cybersecurity spending of the Department of Defense (DoD) was not reported since the fiscal year 2022. Overall cybersecurity spending in the United States is projected to increase in 2023 with the total estimated agency cybersecurity funding for that year amounting to 10.46 billion U.S. dollars.

U.S. government and cyber security spending The White House released a National Cyber Strategy in September 2018. The overall increase in cyber security spending strongly correlates with the White House’s plan to increase military spending. However, the DoD is the only department with such a significant increase in cyber security spending in FY 2020; most civilian agencies are preparing for budget cuts. Overall, cyber security spending of the U.S. government on CFO Act and non-CFO Act agencies, excluding the Department of Defense, is projected to increase from 9.84 billion U.S. dollars in FY 2022 to 10.89 billion U.S. dollars in FY 2023.

Cybercrime in the U.S. Representing one of the largest digital populations worldwide, the United States reports a considerable number of cyber attacks each year. According to a 2021 survey, nearly 60 percent of online users in the country had experienced any cyber attack, ranking it the third country worldwide by share of cybercrime. In the most recent reported year, around 294 million internet users in the United States were impacted by incidents of data violation. Network intrusion was the most common type of cyber attack across the country.

Snapshot img

Internet Security Market Size 2024-2028

The internet security market size is forecast to increase by USD 18.63 billion at a CAGR of 8.53% between 2023 and 2028. The market is witnessing significant growth due to the increasing number of cyber threats targeting large enterprises. With the rise of digital technologies, there is a growing need for advanced network security solutions to protect against hacking, phishing, and other malicious activities. The adoption of BYOD (Bring Your Own Device) policies, remote work, and digital transactions has created new security gaps, making it essential for organizations to invest in specialized expertise and data protection systems. Managed Security Service providers (MSSPs) are gaining popularity as they offer cost-effective threat protection and digital privacy systems. The healthcare sector, in particular, is under immense pressure to secure customer healthcare records from breaches. As digital technologies continue to evolve, it is crucial for businesses to stay updated and implement strong security measures to safeguard their assets.

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

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The Market is a dynamic and evolving industry that focuses on protecting digital technologies, e-commerce platforms, and critical infrastructure from cyberattacks. The market encompasses various solutions such as network security, machine learning, artificial intelligence, and advanced security solutions. Digital transactions and remote work have increased the risk of digital attacks, including data breaches, phishing, malware, and hacking. Enterprise security solutions are in high demand, particularly in sectors like healthcare, where sensitive data is a priority. Cloud technologies and virtual private network have revolutionized the way businesses operate, leading to an increased focus on cloud security. The Internet of Things (IoT) has introduced new vulnerabilities, managed security service necessitating advanced security solutions.

Further, data protection is a major concern, with machine learning and artificial intelligence being used to detect and prevent cyberattacks. Certified Ethical Hacking and other cybersecurity certifications are essential for professionals in the field. Antivirus, antimalware, intrusion detection, and security information are fundamental security solutions that continue to be relevant. In conclusion, the Market is a vital industry that addresses the ever-evolving threat landscape of digital technologies such as wireless router. It offers a range of solutions to protect against digital attacks, including network security solutions, machine learning, artificial intelligence, and advanced security solutions. The market is expected to grow as businesses and individuals continue to rely on digital technologies for transactions, communication, and data storage.

Market Segmentation

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

Solution

  Products
  Services


Geography

  North America

    US


  APAC

    China
    Japan


  Europe

    Germany
    UK


  South America



  Middle East and Africa

By Solution Insights

The products segment is estimated to witness significant growth during the forecast period. In the market, large enterprises are investing heavily in advanced network security solutions to mitigate cyber threats and protect digital privacy systems. The demand for security services is on the rise, particularly in sectors with significant customer healthcare records and digital transactions, such as healthcare and finance.

The adoption of digital technologies for remote work and digital transactions has exposed new security gaps, leading to an increased need for specialized expertise in threat protection. hardware security components, including firewalls and intrusion detection and prevention systems, are seeing increased sales due to their ability to secure network infrastructures. Security software, which automates and enhances network monitoring, is also gaining popularity, especially in the automotive and healthcare sectors, where easy integration with IoT applications is crucial.

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The products segment accounted for USD 19.37 billion in 2018 and showed a gradual increase during the forecast period.

Regional Insights

APAC is estimated to contribute 37% to the growth of the global market during the forecast period. Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

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The market in the US is witn

In 2024, manufacturing saw the highest share of cyberattacks among the leading industries worldwide. During the examined year, manufacturing companies encountered more than a quarter of the total cyberattacks. Organizations in the finance and insurance followed, with around 23 percent. Professional, business, and consumer services ranked third, with 18 percent of reported cyberattacks. Manufacturing industry and cyberattacks The industry of manufacturing has been in the center of cyberattacks in a long time. The share of cyberattacks targeting organizations in this sector in 2018 was at 10 percent, while in 2024, it amounted to 26 percent. The situation is even more compliacted when we look at the cyber vulnerabilities found in this sector. In 2024, critical vulnerabilities in manufacturing companies lasted 205 days on average. IT perspective and prevention With recent technology developments, cybersecurity is crucial to an organization’s success. Realizing this, companies have been gradually increasing cybersecurity investments. Thus, in 2024, the cybersecurity budget worldwide was forecast to increase to nearly 283 billion U.S. dollars. Roughly nine in ten board directors of companies worldwide in professional services and media and entertainment industries say they expect an increase in the cybersecurity budget.

"In our highly connected digital society, Canadians and Canadian organizations rely on the Internet for both personal and professional activities. It is in this context that we assess cyber threats to Canadian individuals, businesses, and critical infrastructure, including government. Cyber threat activity against Canadians often has financial or privacy implications. Yet cyber threat activity against Canadian businesses and critical infrastructure can have more far-reaching consequences, such as operational disruptions to the financial sector, large-scale theft of personal information, and even potential damage to infrastructure."

Snapshot img

Military Cybersecurity Market Size 2024-2028

The military cybersecurity market size is forecast to increase by USD 17.9 billion at a CAGR of 11.53% between 2023 and 2028.

The market is experiencing significant growth due to several key trends. One major factor driving market expansion is the increasing adoption of cloud-based services by defense organizations. This shift towards cloud computing provides enhanced security features and cost savings, making it an attractive option for military forces worldwide. Another trend influencing the market is the high adoption of artificial intelligence (AI) and machine learning technologies. These advanced solutions enable better threat detection and response, improving overall cybersecurity posture. However, system integration and interoperability issues remain challenges for market growth. As military forces continue to modernize their IT infrastructure, addressing these challenges will be crucial for ensuring effective cybersecurity.In summary, the market is poised for growth due to the adoption of cloud services, the integration of AI and machine learning, and the ongoing efforts to address system integration and interoperability issues.

What will be the Size of the Military Cybersecurity Market during the Forecast Period?

Request Free SampleThe market encompasses solutions designed to safeguard military networks, systems, and infrastructure from cyber threats. With the increasing reliance on technology for defense operations, this market has experienced significant growth. Unauthorized access, state-sponsored attacks, and hacking pose substantial risks to military organizations, necessitating robust cybersecurity measures. Cloud-based storage solutions, encryption, access controls, and security services are among the essential cybersecurity technologies employed to mitigate these risks. Governments worldwide have been investing heavily in this sector, recognizing its importance to national security. The integration of cybersecurity into military operations extends beyond traditional defense organizations, influencing the use of cloud-based storage solutions, unmanned vehicles, and defense personnel training.Import/export analysis and continuous defense budget allocations underscore the market's ongoing development and direction.

How is this Military Cybersecurity Industry segmented and which is the largest segment?

The military cybersecurity industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments. DeploymentOn-premiseCloud-basedTypeNetwork securityData securityIdentity and access managementCloud securityGeographyNorth AmericaUSAPACChinaIndiaEuropeUKMiddle East and AfricaSouth America

By Deployment Insights

The on-premise segment is estimated to witness significant growth during the forecast period. The market encompasses solutions designed to safeguard military systems, networks, and infrastructure from cyber threats. These threats include unauthorized access, state-sponsored attacks, and cyber warfare. Military organizations invest significant defense budgets in cybersecurity measures to protect sensitive data and ensure national security. On-premises security systems, which run on an organization's own hardware infrastructure, held the largest market share in 2023. The advantages of on-premises systems include data protection and control, as data is stored locally without third-party interference. However, the shift towards cloud computing and cloud-based storage solutions has led to a decline in demand for on-premises systems. Military cybersecurity solutions encompass various technologies such as network security, endpoint security, application security, data security, cloud security, professional services, training and education, and more.Other essential components include threat intelligence, incident response, machine learning, quantum-resistant cryptography, cyber-physical systems, autonomous defense, blockchain, space operations, security solutions, and communication networks. Intelligence and surveillance, supply chain security, defense security norms, and unmanned vehicles are also critical areas of focus. Military cybersecurity is a dynamic and evolving field, requiring continuous innovation and adaptation to emerging threats.

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The On-premise segment was valued at USD 11.84 billion in 2018 and showed a gradual increase during the forecast period.

Regional Analysis

North America is estimated to contribute 36% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

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This statistic shows the change in cyber security employment headcount in the past year for organizations worldwide as of 2018. Around 9 percent of respondents from AON Hewitt's Global Cyber Security Talent Survey stated that their organization had increased its number of cyber security employees by more than 20 percent in the past year.