It started like any other Tuesday morning. A mid-level finance manager at a US-based logistics firm opened what looked like an urgent request from their CEO. The subject line? “Quarterly Financial Review Needed Immediately.” The logo looked legit. The tone felt familiar. Within two minutes, confidential files were shared, and...

In December 2023, around 9.45 million phishing e-mails were detected worldwide, up from 5.59 million in September 2023. This figure has seen a continuous increase since January 2022. It is partially associated with the launch of ChatGPT in November 2022.

A survey conducted in April 2020 revealed that the largest share of employees worldwide that had clicked on phishing email links were aged between 31 and 40 years old. Although those over ** were the least likely to have clicked on a phishing email, these older employees were also twice as likely to be unaware of what a phishing email was.

A partial dataset and document-term matrix of phishing emails targeting an institution of higher education and an associated script used for data analysis.

This API is providing the information of press releases issued by the authorized institutions and other similar press releases issued by the HKMA in the past regarding fraudulent bank websites, phishing E-mails and similar scams information.

Email, text, and call spam remain major threats nowadays. Nearly half of all daily emails are unwanted, with users worldwide encountering boosted volumes of phishing and scam content. In retail and financial services, spam disrupts customer trust and inflates cybersecurity budgets. Meanwhile, call-based scams cost consumers time and mental strain...

Between February 2024 and February 2025, the most recurring phishing e-mail topic category was invoice. Phishing e-mails of this category were received by nearly 32 percent of the respondents of a February 2025 survey. Payment and invoice ranked second, with around 26 percent.

Phishing Email Dataset

This dataset on Hugging Face is a direct copy of the 'Phishing Email Detection' dataset from Kaggle, shared under the GNU Lesser General Public License 3.0. The dataset was originally created by the user 'Cyber Cop' on Kaggle. For complete details, including licensing and usage information, please visit the original Kaggle page.

In a small town in Oregon, a retired schoolteacher recently lost $24,000 in a sophisticated phishing scam. Despite decades of experience and cautious financial habits, she clicked a link that appeared to be from her bank. This isn't just a cautionary tale; it's part of a much bigger picture. In...

As of December 8, 2024, China and the United States were the countries with the highest number of spam emails sent within one day worldwide, with around 7.8 billion. Ranking third and fourth were India and the Japan, with around 7.6 billion. Internet and e-mail users around the world Between 2019 and 2024, the number of email users globally increased from 3.9 billion to 4.4 billion. Moreover, this number is expected to increase up to 4.8 billion in 2027. Considering the fact that China and India had the highest number of internet users in the world in 2023, with over 1.2 billion and 1.1 billion users respectively, e-mail usage is less popular in these countries than in the United States or Germany, for example. Most popular online activities in the U.S. Not only did the United States have the highest number of daily emails and spam emails sent as of October 2021, it was actually the most popular online activity among internet users in 2019. In fact, 90.9 percent of respondents said they were email users, more than search users, social network users, or digital video viewers.

The dataset consists of a CSV file containing of 300 generated email spam messages. Each row in the file represents a separate email message, its title and text. The dataset aims to facilitate the analysis and detection of spam emails. The dataset can be used for various purposes, such as training machine learning algorithms to classify and filter spam emails, studying spam email patterns, or analyzing text-based features of spam messages.

The phishing protection market is experiencing robust growth, driven by the escalating sophistication and frequency of phishing attacks targeting individuals and organizations across diverse sectors. The increasing reliance on digital platforms for banking, e-commerce, and communication has created a fertile ground for cybercriminals, necessitating robust security measures. The market's expansion is fueled by several key factors, including the rising adoption of cloud-based security solutions, the proliferation of mobile devices, and the increasing awareness of phishing threats among both individuals and businesses. Furthermore, stringent government regulations concerning data privacy and security are compelling organizations to invest heavily in advanced phishing protection technologies. While the BFSI (Banking, Financial Services, and Insurance) sector remains a significant adopter, growth is also observed across other sectors like healthcare, government, and telecommunications, due to their sensitive data assets and heightened regulatory scrutiny. The market is segmented by application (BFSI, Government, Healthcare, Telecommunications and IT, Transportation, Education, Retail) and type of phishing (email-based, non-email-based), each presenting unique opportunities for specialized solutions. Companies like Cyren, BAE Systems, Microsoft, FireEye, Symantec, Proofpoint, GreatHorn, Cisco, Phishlabs, Intel, and Mimecast are key players, constantly innovating to counter evolving phishing tactics. The market's growth trajectory is projected to remain positive over the forecast period (2025-2033), although challenges remain. These include the ever-evolving nature of phishing techniques, the difficulty in detecting sophisticated attacks, and the ongoing skills gap in cybersecurity expertise. Despite these obstacles, the market’s future looks promising, spurred by continuous advancements in artificial intelligence (AI) and machine learning (ML) technologies which enhance threat detection and response capabilities. The increasing adoption of multi-layered security solutions, incorporating phishing protection alongside other security measures, further contributes to the overall market growth. The geographical distribution of the market indicates strong growth in North America and Europe, while the Asia-Pacific region is poised for significant expansion in the coming years, driven by increasing internet penetration and digitalization.

Spear Phishing Email Solution Market Outlook

The global spear phishing email solution market size was valued at USD 1.2 billion in 2023 and is expected to reach USD 4.5 billion by 2032, growing at a compound annual growth rate (CAGR) of 15.5% during the forecast period. This impressive growth can be attributed to the rising number of phishing attacks targeting enterprises and the increasing need for robust email security solutions. With the proliferation of digital communication in business operations, the risk of falling prey to sophisticated spear phishing attacks has significantly heightened, driving the demand for specialized email security solutions.

One of the primary growth factors in the spear phishing email solution market is the increasing sophistication of phishing attacks. Cybercriminals are employing more advanced tactics and technologies to execute highly targeted attacks that are difficult to detect with traditional security measures. This has led to a growing awareness among organizations about the necessity of implementing advanced spear phishing solutions to safeguard sensitive information and maintain business continuity. Additionally, regulatory requirements and compliance mandates across various industries are compelling organizations to adopt comprehensive email security measures, further propelling market growth.

Another significant driver for the market is the rising adoption of cloud-based email solutions. As businesses continue to migrate their operations to the cloud, the need for cloud-native security solutions that can effectively protect against phishing threats has surged. Cloud-based spear phishing email solutions offer several benefits, including scalability, flexibility, and reduced costs, making them an attractive option for organizations of all sizes. Furthermore, the integration of artificial intelligence (AI) and machine learning (ML) technologies into these solutions enhances their ability to detect and mitigate phishing attempts in real-time, thereby boosting their adoption across various sectors.

The increasing frequency of high-profile data breaches and cyber-attacks has also underscored the importance of robust email security. Organizations are becoming more proactive in their approach to cybersecurity, investing in advanced solutions to prevent potential financial losses and reputational damage. The financial services, healthcare, and government sectors, in particular, have emerged as significant contributors to the market's growth due to the critical nature of the data they handle. These sectors are increasingly deploying spear phishing email solutions to protect their sensitive information from malicious actors.

Regionally, North America is expected to dominate the spear phishing email solution market during the forecast period, owing to the early adoption of advanced cybersecurity solutions and the presence of key market players in the region. Europe and the Asia Pacific are also anticipated to witness substantial growth, driven by increasing digitalization, the rising number of cyber threats, and stringent regulatory requirements. The increasing awareness and adoption of spear phishing solutions in Latin America and the Middle East & Africa are also expected to contribute to the overall market growth.

Component Analysis

The spear phishing email solution market can be segmented by component into software and services. The software segment includes solutions designed to detect, prevent, and respond to spear phishing attacks. These software solutions leverage advanced technologies such as artificial intelligence (AI), machine learning (ML), and behavioral analysis to identify and mitigate phishing threats. The growing sophistication of phishing attacks has necessitated the adoption of advanced email security software, making this segment a significant contributor to the market's growth.

The services segment, on the other hand, encompasses various professional and managed services aimed at enhancing an organization's email security posture. Professional services include consulting, training, and implementation services provided by cybersecurity experts to help organizations effectively deploy and manage spear phishing email solutions. Managed services involve outsourcing the management and monitoring of email security to third-party service providers, allowing organizations to focus on their core business operations while ensuring robust protection against phishing threats.

Within the software segment, the integration of AI and ML technologies has significantly

What are the average email marketing results in different countries? Here’s what we’ve found.

Here, we’ve gathered email marketing benchmarks by industry. You can see how your average email open, click-through, click-to-open, unsubscribe, and spam complaint rates compare against other companies in your industry.

The email-based phishing protection market is experiencing robust growth, projected to reach a substantial size. The market's Compound Annual Growth Rate (CAGR) of 20.3% from 2019-2033 indicates a significant upward trajectory driven by the increasing sophistication of phishing attacks and the rising adoption of cloud-based email services. Businesses of all sizes are facing escalating cybersecurity threats, making robust email security a critical investment. The market is further fueled by the growing awareness of data privacy regulations and the resulting need for compliance, pushing organizations to proactively implement advanced phishing protection measures. Key players like Cyren, BAE Systems, Microsoft, and others are investing heavily in research and development to enhance their offerings, creating a competitive landscape that fosters innovation and drives market expansion. The segment breakdown (while not provided) likely includes solutions categorized by deployment (cloud, on-premise), size of organization (SMB, enterprise), and specific features (anti-spoofing, machine learning-based detection). The forecast period (2025-2033) will see continued expansion, primarily driven by the increasing adoption of advanced threat detection techniques, including AI and machine learning. However, market restraints might include the rising costs associated with implementing and maintaining these solutions, especially for smaller organizations. Despite this, the overall market outlook remains positive due to the ever-increasing threat landscape and the escalating consequences of successful phishing attacks, leading to substantial financial and reputational damage. The geographical distribution is expected to show strong growth in regions with rapidly developing digital economies and increasing internet penetration. Understanding these dynamics is crucial for businesses seeking to capitalize on the opportunities presented within this growing market.

The Spear Phishing Email Solution market has emerged as a critical segment in cybersecurity, addressing the increasing sophistication and prevalence of spear phishing attacks targeting individuals and organizations alike. Spear phishing, unlike traditional phishing, involves highly personalized emails that are tailo

Spam messages accounted for over **** percent of e-mail traffic in December 2023. Russia generated the largest share of unsolicited spam e-mails in 2022, with **** percent of global spam e-mails originating from the country. Spam worldwide It is almost impossible to think about e-mail without considering the issue of spam, which usually includes billions of promotional e-mails marketers send daily. As of January 2023, the United States had the highest number of spam e-mails sent daily. While many e-mail users believe such content belongs in their spam folder, marketing e-mails are generally harmless if annoying to the user. Malicious spam Phishing e-mails remain one of the primary attack vectors for cybercriminals. On average, around ** percent of businesses worldwide experience four to six successful cyber attacks in one year. Another ** percent said they became victims of more than ** bulk phishing attacks. More than half of the companies said these phishing attacks resulted in consumer or client data breaches.

The phishing protection market is experiencing robust growth, driven by the escalating sophistication of phishing attacks and the increasing reliance on digital platforms across various sectors. While precise market size figures for 2025 are unavailable, a logical estimation based on industry reports and observed CAGR trends in cybersecurity suggests a market value exceeding $10 billion in 2025. Considering a conservative Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, the market is projected to reach approximately $35 billion by 2033. This significant expansion is fueled by several key factors, including the rising adoption of cloud-based services, the proliferation of mobile devices, and the increasing frequency of advanced persistent threats (APTs). Organizations across diverse industries are prioritizing robust phishing protection solutions to safeguard their sensitive data and maintain operational continuity. The market's expansion is also being shaped by evolving trends such as artificial intelligence (AI)-powered threat detection, integration with security information and event management (SIEM) systems, and the growing demand for user-focused security awareness training programs. However, certain restraints limit the market's growth potential. These include the high cost of advanced phishing protection solutions, the need for skilled professionals to manage and maintain these systems, and the ongoing challenge of keeping pace with the constantly evolving tactics of cybercriminals. Despite these hurdles, the persistent threat landscape ensures a continued, albeit potentially moderated, growth trajectory for the phishing protection market throughout the forecast period. Major players like Cyren, BAE Systems, Microsoft, FireEye, Symantec, Proofpoint, GreatHorn, Cisco, PhishLabs, Intel, and Mimecast are actively competing to innovate and capture significant market share. The geographic distribution of the market reveals strong growth across North America and Europe, with emerging markets showing significant potential for future expansion.

Data set of "Falling and failing (to learn): Evidence from a Nation-Wide Cybersecurity Field Experiment with SMEs"Accepted for publication in the Journal of Economic Behavior and Organization Abstract:Prior experiences are crucial in shaping risk prevention behavior. Previous studies have shown that experiencing a simulated phishing attack (a ``phishing drill") reduces the likelihood of clicking on unsafe links and disclosing one's password. In a large field experiment involving 670 small and medium-sized enterprises (SMEs) and their 33,000 employees, we examined the impact of experience on individuals' ability to detect cyber-security threats, and whether this effect persisted over several months. We collected data at both the company and individual levels, including risk preference, time preference, and trust. Our findings indicate only a non-systematic, short-term effect of previous phishing emails on clicking behavior. A cluster of individuals with greater patience, trust, and risk seeking was more likely to click on phishing links in the first place but then also more likely to benefit from phishing drills.