Between November 2022 and October 2023, 67 percent of compromised information in the healthcare industry was personal data. Furthermore, 60 percent of data compromised in the manufacturing industry was personal information, while 38 percent were compromised credentials.

Introduction

Data Loss Statistics: ​Data loss continues to pose significant challenges for organizations worldwide, with substantial financial and operational repercussions. In 2024, the average global cost of a data breach escalated to USD 4.88 million, marking a 10% increase from the previous year. The United States reported the highest average breach cost at USD 9.36 million, followed by the Middle East at USD 8.75 million. ​

The primary causes of data loss include hardware malfunctions (44%), human error (32%), software corruption (14%), and computer viruses (7%). Notably, breaches involving stolen or compromised credentials required an average of 292 days to identify and contain, resulting in higher associated costs.

The impact of data loss on businesses is profound; 51% of companies experiencing significant data loss shut down within two years, and 93% that lose data for more than 10 days file for bankruptcy within a year. These statistics underscore the critical importance of implementing robust data protection and recovery strategies to mitigate risks and ensure organizational resilience.

According to 35 percent of Chief Information Security Officers (CISO) from worldwide organizations, an employee or a so-called compromised insider that might inadvertently expose their credentials, giving cybercriminals access to sensitive data, was the most common cause of a data breach. A further 33 percent thought a malicious insider, who would intentionally steal the information would most likely cause a data breach in their organization in the next 12 months.

Searchable database of domains and records compromised in the March 2025 Oracle Cloud Infrastructure security breach. Includes information about affected tenants and compromised credentials.

Between November 2021 and October 2022, 67 percent of compromised information in small and medium-sized businesses were compromised credentials. Furthermore, over 40 percent of data compromised in large businesses was internal information, while 22 percent was system data.

📌 Context of the Dataset

The Healthcare Ransomware Dataset was created to simulate real-world cyberattacks in the healthcare industry. Hospitals, clinics, and research labs have become prime targets for ransomware due to their reliance on real-time patient data and legacy IT infrastructure. This dataset provides insight into attack patterns, recovery times, and cybersecurity practices across different healthcare organizations.

Why is this important?

Ransomware attacks on healthcare organizations can shut down entire hospitals, delay treatments, and put lives at risk. Understanding how different healthcare organizations respond to attacks can help develop better security strategies. The dataset allows cybersecurity analysts, data scientists, and researchers to study patterns in ransomware incidents and explore predictive modeling for risk mitigation.

📌 Sources and Research Inspiration This simulated dataset was inspired by real-world cybersecurity reports and built using insights from official sources, including:

1️⃣ IBM Cost of a Data Breach Report (2024)

The healthcare sector had the highest average cost of data breaches ($10.93 million per incident). On average, organizations recovered only 64.8% of their data after paying ransom. Healthcare breaches took 277 days on average to detect and contain.

2️⃣ Sophos State of Ransomware in Healthcare (2024)

67% of healthcare organizations were hit by ransomware in 2024, an increase from 60% in 2023. 66% of backup compromise attempts succeeded, making data recovery significantly more difficult. The most common attack vectors included exploited vulnerabilities (34%) and compromised credentials (34%).

3️⃣ Health & Human Services (HHS) Cybersecurity Reports

Ransomware incidents in healthcare have doubled since 2016. Organizations that fail to monitor threats frequently experience higher infection rates.

4️⃣ Cybersecurity & Infrastructure Security Agency (CISA) Alerts

Identified phishing, unpatched software, and exposed RDP ports as top ransomware entry points. Only 13% of healthcare organizations monitor cyber threats more than once per day, increasing the risk of undetected attacks.

5️⃣ Emsisoft 2020 Report on Ransomware in Healthcare

The number of ransomware attacks in healthcare increased by 278% between 2018 and 2023. 560 healthcare facilities were affected in a single year, disrupting patient care and emergency services.

📌 Why is This a Simulated Dataset?

This dataset does not contain real patient data or actual ransomware cases. Instead, it was built using probabilistic modeling and structured randomness based on industry benchmarks and cybersecurity reports.

How It Was Created:

1️⃣ Defining the Dataset Structure

The dataset was designed to simulate realistic attack patterns in healthcare, using actual ransomware case studies as inspiration.

Columns were selected based on what real-world cybersecurity teams track, such as: Attack methods (phishing, RDP exploits, credential theft). Infection rates, recovery time, and backup compromise rates. Organization type (hospitals, clinics, research labs) and monitoring frequency.

2️⃣ Generating Realistic Data Using ChatGPT & Python

ChatGPT assisted in defining relationships between attack factors, ensuring that key cybersecurity concepts were accurately reflected. Python’s NumPy and Pandas libraries were used to introduce randomized attack simulations based on real-world statistics. Data was validated against industry research to ensure it aligns with actual ransomware attack trends.

3️⃣ Ensuring Logical Relationships Between Data Points

Hospitals take longer to recover due to larger infrastructure and compliance requirements. Organizations that track more cyber threats recover faster because they detect attacks earlier. Backup security significantly impacts recovery time, reflecting the real-world risk of backup encryption attacks.

According to Cognitive Market Research, the global Security Software market size will be USD XX million in 2025. It will expand at a compound annual growth rate (CAGR) of XX% from 2025 to 2031.

North America held the major market share for more than XX% of the global revenue with a market size of USD XX million in 2025 and will grow at a CAGR of XX% from 2025 to 2031. Europe accounted for a market share of over XX% of the global revenue with a market size of USD XX million in 2025 and will grow at a CAGR of XX% from 2025 to 2031. Asia Pacific held a market share of around XX% of the global revenue with a market size of USD XX million in 2025 and will grow at a CAGR of XX% from 2025 to 2031. Latin America had a market share of more than XX% of the global revenue with a market size of USD XX million in 2025 and will grow at a CAGR of XX% from 2025 to 2031. Middle East and Africa had a market share of around XX% of the global revenue and was estimated at a market size of USD XX million in 2025 and will grow at a CAGR of XX% from 2025 to 2031. KEY DRIVERS

Firewall Protection and Phishing Defense act as Growth Catalysts

Firewall protection, especially when paired with antivirus software, is a critical driver in the growth of the Security Software Market. Firewalls scrutinize both inbound and outbound traffic, acting as a first line of defense against spyware and phishing attacks. These types of attacks often deceive users into opening malicious links or downloading harmful content, leading to data breaches or financial losses. For instance, phishing emails that mimic legitimate bank communications can trick users into revealing sensitive login credentials. Antivirus solutions with integrated two-way firewalls, such as AVAST and Norton 360, actively intercept and block these threats before they cause harm. By offering real-time protection and filtering, these tools reduce the risk of user error and enhance system resilience. This robust line of defense has become especially crucial as cyber threats become more sophisticated, directly contributing to the rising demand for security software in personal and business environments. Moreover, the expansion of digital infrastructure and remote work has created new vulnerabilities that hackers are quick to exploit. Security breaches due to outdated credentials or unpatched software are increasingly common. A stark instance occurred in February 2024, when a state government system in the U.S. was breached using the credentials of a former administrator, (https://thehackernews.com/2024/02/us-state-government-network-breached.html) exposing critical data. This incident underscores the importance of continuous monitoring and multi-layered protection. Supporting this trend, IBM’s 2024 Cost of a Data Breach Report revealed that the average cost of a data breach globally has reached USD 4.88 million, ( https://www.ibm.com/reports/data-breach) marking the most significant increase since the pandemic. These factors have elevated the urgency for security software that can detect threats early, prevent unauthorized access, and ensure data integrity making cyber risk mitigation a strategic priority for modern enterprises.

Restraints

Cost, Complexity and Integration Challenges Could Hamper the market growth

Despite the increasing demand for security software, high initial implementation and deployment costs remain a significant restraint, particularly for small and medium-sized enterprises (SMEs). Advanced solutions like Secure Access Service Edge (SASE) and Next-Generation Firewalls (NGFWs) require substantial upfront investment, not just for purchase, but also for ongoing maintenance, updates, and technical support. These financial demands make it difficult for smaller businesses to adopt robust security frameworks, creating a gap in protection and slowing overall market growth. Moreover, Organizations today must secure diverse assets, including on-premise servers, cloud platforms, mobile devices, and IoT systems each with unique vulnerabilities and compliance requirements. This fragmented ecosystem makes it difficult to implement a unified, adaptable security strategy. Inadequate infrastructure, such as the slow adoption of IPv6, further complicates integration efforts in sectors like telecom. These challenges can lead to inconsistent security coverage, leaving exploitable gaps.

Opportunities

Cloud Security and IoT are Expanding the Opp...

The Ransomware Resilience Assessment market is experiencing robust growth, driven by the escalating frequency and severity of ransomware attacks targeting both small and medium-sized enterprises (SMEs) and large enterprises globally. The market, valued at approximately $2.5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This significant expansion is fueled by several key factors. Increasingly sophisticated ransomware techniques, such as those leveraging phishing, Remote Desktop Protocol (RDP) vulnerabilities, and credential abuse, necessitate proactive assessment and mitigation strategies. Furthermore, stringent data privacy regulations and rising awareness of potential financial and reputational damage from ransomware incidents are compelling organizations to invest heavily in comprehensive resilience assessments. The market segmentation reveals a strong demand across various application types, with SMEs showing a particularly high adoption rate due to their vulnerability and limited internal security expertise. The diverse range of service providers, including global giants like Accenture and EY alongside specialized cybersecurity firms, underscores the market's maturity and competitive landscape. The geographic distribution reflects the global nature of cyber threats, with North America and Europe currently dominating market share, although growth potential is significant in rapidly developing economies within Asia Pacific and the Middle East & Africa. The continued evolution of ransomware tactics and the expanding attack surface, particularly with the increasing reliance on cloud services and remote work, will further drive market growth. However, factors such as the high cost of comprehensive assessments and the skill shortage in cybersecurity professionals pose challenges. Despite these restraints, the long-term outlook for the Ransomware Resilience Assessment market remains extremely positive, propelled by the ongoing digital transformation and the inherent need for robust cybersecurity defenses in an increasingly interconnected world. The market's expansion is expected to be sustained by continuous innovation in assessment methodologies, the development of advanced threat detection technologies, and growing government initiatives focused on cybersecurity awareness and preparedness.

Decentralized Identity Market size was estimated at USD 1.52 Billion in 2024 and is projected to reach USD 39.71 Billion by 2031, growing at a CAGR of 58.74% from 2024 to 2031.

Global Decentralized Identity Market Key Market Drivers

Increasing Digital Identity Fraud and Data Breaches: The growing number of identity thefts and data breaches is driving the use of decentralized identity solutions. According to the Identity Theft Resource Center's 2021 Annual Data Breach Report, there were 1,862 data breaches in 2021, which is above both 2020's total of 1,108 and the previous high of 1,506 set in 2017. According to the report, the number of data compromise victims increased by 68% between 2020 and 2021. This rising danger scenario is driving enterprises and people to seek more secure identity management solutions, boosting the decentralized identity market.

Growing Adoption of Blockchain Technology: The increasing use of blockchain technology in numerous areas is a crucial driver of the decentralized identity market. Gartner predicts that the commercial value contributed by blockchain will exceed $176 billion by 2025 and $3.1 trillion by 2030. This rapid development in blockchain adoption lays a solid foundation for decentralized identity solutions, as blockchain is a crucial enabling technology for these systems.

Stringent Data Protection Regulations: The introduction of rigorous data protection legislation around the world is increasing the demand for decentralized identity solutions that provide greater privacy and user control. The European Union's General Data Protection Regulation (GDPR) has served as a watershed moment in this regard. According to the European Commission's June 2021 report, two years after GDPR's adoption, 69% of the EU's population aged 16 and up has heard of it, and 71% is aware of at least part of their new GDPR rights. Increased awareness and regulatory pressure are leading enterprises to use decentralized identity systems that comply with privacy-focused policies.

Between 2004 and 2024, internet users in France have seen many significant data breaches. In these incidents, log-in credentials were the most frequently leaked type of data, with overall 478 million passwords being leaked in this period. Username ranked second, while country name followed.

The Ransomware Resilience Assessment market is experiencing robust growth, driven by the escalating frequency and severity of ransomware attacks targeting businesses of all sizes. The market size in 2025 is estimated at $2.5 billion, reflecting a significant increase from previous years. This substantial growth is fueled by several key factors. Firstly, the increasing sophistication of ransomware tactics necessitates proactive assessment and mitigation strategies. Secondly, stringent data privacy regulations, like GDPR and CCPA, are imposing heavy penalties for data breaches, incentivizing businesses to invest in robust resilience measures. Thirdly, the growing reliance on cloud-based services and remote work environments expands the attack surface, making businesses more vulnerable. Finally, the emergence of Ransomware-as-a-Service (RaaS) is lowering the barrier to entry for cybercriminals, leading to an upsurge in attacks. We project a Compound Annual Growth Rate (CAGR) of 18% from 2025 to 2033, indicating a continued expansion of this vital market segment. The market is segmented by type of attack (Phishing, RDP, Credential Abuse, Vulnerabilities, Others) and target application (SMEs, Large Enterprises). Large enterprises, with their extensive IT infrastructure and valuable data, currently dominate the market share. However, the SME segment is expected to witness faster growth due to increasing awareness and affordability of cybersecurity solutions. Geographically, North America and Europe currently hold the largest market shares, driven by higher cybersecurity awareness and stringent regulatory frameworks. However, regions like Asia Pacific are projected to show significant growth in the coming years due to increasing digitalization and economic development. Key players in the market include established cybersecurity firms and specialized consultancies offering a range of services, from vulnerability assessments to incident response planning. Competition is expected to intensify as the market matures, driven by innovation in threat detection and mitigation technologies.

According to Cognitive Market Research, the Global Password Manager Software Market Size will be USD XX Billion in 2024 and is set to achieve a market size of USD XX Billion by the end of 2031 growing at a CAGR of XX% from 2024 to 2033.

North America held largest share of XX% in the year 2024 
Europe held share of XX% in the year 2024 
Asia-Pacific held significant share of XX% in the year 2024 
South America held significant share of XX% in the year 2024
Middle East and Africa held significant share of XX% in the year 2024 

Market Dynamics of the Password Manager Software Market:

Key Driver of the market-

Rise of remote work and digital transformation drive growth in the Password Manager Software Market- 

The shift towards remote work since the pandemic led to reliance on digital platforms for calls, meetings, and work resulting in the necessity of password management. Establishing strong password policies through password manager software to safeguard sensitive information from unauthorized access. Password management should include some factors such as- A password should be lengthy, and complex including letters, numbers, characters, and symbols to enhance security. Companies must have a policy from password manager software to change the password to maintain security. Stricter rules play an important role in password security to prevent severe damage. Password plays an important role in the digitalization era. Remote work security is important in cloud-based technologies. Increasing remote work and digitalization led to an increase in major attack surfaces. To avoid a breach of data and sensitive information, the password manager software market offers security through different types of password management solutions. The integration of familiar password management solutions in an enterprise setting smooths the adoption and helps companies to sort out problems like employee buy-in. Therefore, rise of remote work and digital transformation drive growth in the Password Manager Software Market.

Restraint of the market-

Increasing cyberattacks on password manager software may hamper the growth of the Password Manager Software Market- 

Password stores are considered as repositories to manage and protect sensitive authentication data, including usernames, passwords, encryption keys, and other credentials. These stores include password managers in browsers such as Chrome and Forefox, Windows Credential Managers, and password managers such as LastPass, 1Password, and Bitwarden.

Cyberattacks happen every day and grow rapidly in recent years. Breaches in famous password managers raised concerns about cyber security risks. For instance, in 2022, the password manager LastPass was hacked by hackers through the corporate laptop of software engineer. This breach includes the theft and threat to source code and technical documentation. In 2023, the second hack with 1Password linked to Okta’s support system. This incident leads to focus continuous vigilance, and robust security measures. The Bitwarden users faced phishing attacks through Google ads to breach their usernames and passwords. Therefore, increasing cyberattacks on password manager software may hamper the growth of the Password Manager Software Market.

Impact of Covid-19 on the Password Manager Software Market

During the COVID-19 outbreak, the number of cyberattacks has been drastically increasing, boosting the growth of the market. Moreover, this has adversely affected individuals, businesses, and organizations. Employees working from home, lack of information about the spreading outbreak, and growing public fears led the hackers to test a wide range of cyber attack methods and receive financial profit. Additionally, some affected organizations are investing in financial resources to fix the current inefficient data and password management systems. This threat of cyber attacks is expected to last longer than the COVID-19 pandemic boosting the growth of the market. Introduction of Password Manager Software Market-

Password Manager Software is a program that helps you securely store, generate, and manage passwords for different online accounts making it easier to create and use strong and unique passwords without memorizing them. It is a software application and digital vault that securely stores, organizes, and manages all online cre...

As of 2023, over 72 percent of businesses worldwide were affected by ransomware attacks. This figure represents an increase on the previous five years and was by far the highest figure reported. Overall, since 2018, more than half of the total survey respondents each year stated that their organizations had been victimized by ransomware. Most targeted industries
In 2023, the healthcare industry in the United States was once again most targeted by ransomware attacks. This industry also suffers most data breaches as a consequence of cyberattacks. The critical manufacturing industry ranked second by the number of ransomware attacks, followed by the government facilities industry. Ransomware in the manufacturing industry
The manufacturing industry, along with its subindustries, is constantly targeted by ransomware attacks, causing data loss, business disruptions, and reputational damage. Often, such cyberattacks are international and have a political intent. In 2023, compromised credentials were the leading cause of ransomware attacks in the manufacturing industry.