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AIT Log Data Sets
This repository contains synthetic log data suitable for evaluation of intrusion detection systems. The logs were collected from four independent testbeds that were built at the Austrian Institute of Technology (AIT) following the approach by Landauer et al. (2020) [1]. Please refer to the paper for more detailed information on automatic testbed generation and cite it if the data is used for academic publications. In brief, each testbed simulates user accesses to a webserver that runs Horde Webmail and OkayCMS. The duration of the simulation is six days. On the fifth day (2020-03-04) two attacks are launched against each web server.
The archive AIT-LDS-v1_0.zip contains the directories "data" and "labels".
The data directory is structured as follows. Each directory mail..com contains the logs of one web server. Each directory user- contains the logs of one user host machine, where one or more users are simulated. Each file log.log in the user- directories contains the activity logs of one particular user.
Setup details of the web servers:
OS: Debian Stretch 9.11.6
Services:
Apache2
PHP7
Exim 4.89
Horde 5.2.22
OkayCMS 2.3.4
Suricata
ClamAV
MariaDB
Setup details of user machines:
OS: Ubuntu Bionic
Services:
Chromium
Firefox
User host machines are assigned to web servers in the following way:
mail.cup.com is accessed by users from host machines user-{0, 1, 2, 6}
mail.spiral.com is accessed by users from host machines user-{3, 5, 8}
mail.insect.com is accessed by users from host machines user-{4, 9}
mail.onion.com is accessed by users from host machines user-{7, 10}
The following attacks are launched against the web servers (different starting times for each web server, please check the labels for exact attack times):
Attack 1: multi-step attack with sequential execution of the following attacks:
nmap scan
nikto scan
smtp-user-enum tool for account enumeration
hydra brute force login
webshell upload through Horde exploit (CVE-2019-9858)
privilege escalation through Exim exploit (CVE-2019-10149)
Attack 2: webshell injection through malicious cookie (CVE-2019-16885)
Attacks are launched from the following user host machines. In each of the corresponding directories user-, logs of the attack execution are found in the file attackLog.txt:
user-6 attacks mail.cup.com
user-5 attacks mail.spiral.com
user-4 attacks mail.insect.com
user-7 attacks mail.onion.com
The log data collected from the web servers includes
Apache access and error logs
syscall logs collected with the Linux audit daemon
suricata logs
exim logs
auth logs
daemon logs
mail logs
syslogs
user logs
Note that due to their large size, the audit/audit.log files of each server were compressed in a .zip-archive. In case that these logs are needed for analysis, they must first be unzipped.
Labels are organized in the same directory structure as logs. Each file contains two labels for each log line separated by a comma, the first one based on the occurrence time, the second one based on similarity and ordering. Note that this does not guarantee correct labeling for all lines and that no manual corrections were conducted.
Version history and related data sets:
AIT-LDS-v1.0: Four datasets, logs from single host, fine-granular audit logs, mail/CMS.
AIT-LDS-v1.1: Removed carriage return of line endings in audit.log files.
AIT-LDS-v2.0: Eight datasets, logs from all hosts, system logs and network traffic, mail/CMS/cloud/web.
Acknowledgements: Partially funded by the FFG projects INDICAETING (868306) and DECEPT (873980), and the EU project GUARD (833456).
If you use the dataset, please cite the following publication:
[1] M. Landauer, F. Skopik, M. Wurzenberger, W. Hotwagner and A. Rauber, "Have it Your Way: Generating Customized Log Datasets With a Model-Driven Simulation Testbed," in IEEE Transactions on Reliability, vol. 70, no. 1, pp. 402-415, March 2021, doi: 10.1109/TR.2020.3031317. [PDF]
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The Web Server Accelerator Software market is an integral sector within the broader technology landscape, designed to improve the speed and efficiency of web applications and services. By optimizing the delivery of web content, this software plays a crucial role for businesses seeking to enhance user experiences, re
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The Web Server Accelerator Tool market is experiencing significant growth as businesses increasingly prioritize website performance and user experience. These tools optimize the delivery and processing of content, reducing load times and enhancing server efficiency. With the ever-evolving digital landscape, where sp
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The dataset represents the pre-processed web server log file of the commercial bank. The source of data is the web server of the bank and keeps access of web users starting the year 2009 till 2012. It contains accesses to the bank website during and after the financial crisis. Unnecessary data saved by the web server was removed to keep the focus only on the textual content of the website. Many variables were added to the original log file to make the analysis workable. To keep the privacy of website users, sensitive information in the log file were anonymized. The dataset offers the way to understand the behaviour of stakeholders during and after the crisis and how they comply with the Basel regulations.
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Real-time statistics of official ARK Survival Ascended servers including total servers (35205), online servers (12540), and server distribution across regions.
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Moldova MD: Secure Internet Servers: per 1 Million People data was reported at 2,837.101 Number in 2017. This records an increase from the previous number of 521.403 Number for 2016. Moldova MD: Secure Internet Servers: per 1 Million People data is updated yearly, averaging 56.925 Number from Dec 2010 (Median) to 2017, with 8 observations. The data reached an all-time high of 2,837.101 Number in 2017 and a record low of 10.668 Number in 2010. Moldova MD: Secure Internet Servers: per 1 Million People data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Moldova – Table MD.World Bank: Telecommunication. The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.; ; Netcraft (http://www.netcraft.com/) and World Bank population estimates.; Weighted average;
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Secure Internet servers (per 1 million people) in Tuvalu was reported at 311 in 2024, according to the World Bank collection of development indicators, compiled from officially recognized sources. Tuvalu - Secure Internet servers (per 1 million people) - actual values, historical data, forecasts and projections were sourced from the World Bank on November of 2025.
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In today's digital landscape, the Website and Server Monitoring Services market plays a crucial role in ensuring the reliability and performance of online platforms across various industries. As businesses increasingly rely on their websites and servers to engage customers and drive revenue, the demand for comprehen
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According to our latest research, the global web server software market size reached USD 4.26 billion in 2024, reflecting robust adoption across diverse industries. The market is projected to grow at a CAGR of 8.7% during the forecast period, reaching approximately USD 8.81 billion by 2033. This growth trajectory is primarily driven by the rapid digital transformation initiatives, increased cloud adoption, and the expanding need for secure, scalable, and high-performing web infrastructure worldwide.
One of the primary growth drivers for the web server software market is the exponential rise in internet usage and digital content consumption. Organizations, regardless of size or industry, are increasingly relying on web-based applications and platforms to engage with customers, streamline operations, and deliver services. This surge in web traffic necessitates robust, reliable, and scalable web server solutions capable of handling high volumes of concurrent requests while ensuring data security and uptime. The proliferation of e-commerce, online banking, telemedicine, and remote work has further intensified the demand for advanced web server software, positioning it as a critical backbone of the digital economy. Moreover, the evolution of web technologies and the integration of artificial intelligence and machine learning into web infrastructure are prompting enterprises to upgrade or replace legacy systems, thereby fueling market expansion.
Another significant growth factor is the shift toward cloud-based deployment models. As businesses strive for greater agility, flexibility, and cost efficiency, cloud-based web server software is witnessing accelerated adoption. Cloud platforms provide seamless scalability, automated maintenance, and enhanced disaster recovery capabilities, which are particularly attractive for organizations with fluctuating workloads or global operations. The emergence of hybrid and multi-cloud strategies further amplifies the need for interoperable and secure web server solutions that can operate across diverse environments. In addition, the growing ecosystem of managed web hosting services, platform-as-a-service (PaaS) offerings, and DevOps practices is catalyzing the adoption of modern web server software, enabling faster application development cycles and improved resource utilization.
The increasing emphasis on cybersecurity and regulatory compliance is also shaping the web server software market landscape. With cyber threats becoming more sophisticated and frequent, organizations must prioritize the deployment of secure web server platforms that offer advanced encryption, authentication, and monitoring features. Regulatory frameworks such as GDPR, HIPAA, and PCI DSS are compelling businesses to adopt web server solutions that facilitate data privacy, auditability, and secure data transmission. Vendors are responding by integrating security-centric functionalities, automated patch management, and real-time threat detection into their offerings, thus elevating the value proposition of next-generation web server software. Additionally, the rise of open-source web server platforms is democratizing access to cutting-edge technologies, encouraging innovation, and fostering a vibrant developer community that continuously enhances security and performance.
The role of hardware components, such as the Server Fan, is crucial in maintaining the optimal performance and reliability of web server infrastructures. Server fans are designed to dissipate heat generated by server components, ensuring that the system operates within safe temperature limits. This is particularly important as web servers handle increasing loads and complex applications, which can lead to higher thermal output. Efficient cooling solutions, including high-performance server fans, are essential to prevent overheating, which can cause system failures and data loss. As the demand for powerful and efficient web server software grows, the integration of advanced cooling technologies becomes a critical consideration for data centers and IT infrastructure providers.
From a regional perspective, North America currently dominates the web server software market, accounting for the largest share in 2024, followed closely by Europe and Asia Pacific. The high concentration of technology companies, advanced digital infrastruct
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Actual value and historical data chart for World Secure Internet Servers Per 1 Million People
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| BASE YEAR | 2024 |
| HISTORICAL DATA | 2019 - 2023 |
| REGIONS COVERED | North America, Europe, APAC, South America, MEA |
| REPORT COVERAGE | Revenue Forecast, Competitive Landscape, Growth Factors, and Trends |
| MARKET SIZE 2024 | 24.7(USD Billion) |
| MARKET SIZE 2025 | 25.6(USD Billion) |
| MARKET SIZE 2035 | 36.2(USD Billion) |
| SEGMENTS COVERED | Application, Form Factor, Server Type, End Use, Regional |
| COUNTRIES COVERED | US, Canada, Germany, UK, France, Russia, Italy, Spain, Rest of Europe, China, India, Japan, South Korea, Malaysia, Thailand, Indonesia, Rest of APAC, Brazil, Mexico, Argentina, Rest of South America, GCC, South Africa, Rest of MEA |
| KEY MARKET DYNAMICS | Cloud computing adoption, Rising data traffic, Demand for high performance, Energy efficiency regulations, Shift to virtualization |
| MARKET FORECAST UNITS | USD Billion |
| KEY COMPANIES PROFILED | Dell, IBM, Inspur Electronic Information Industry Co, Hewlett Packard Enterprise, Oracle, Inspur, NEC, Gigabyte Technology, ZTE, Fujitsu, Huawei, Supermicro, Tyan, ASUS, Lenovo, Cisco |
| MARKET FORECAST PERIOD | 2025 - 2035 |
| KEY MARKET OPPORTUNITIES | Cloud computing expansion, AI and machine learning integration, Rising demand for edge computing, Increased investment in data security, Growing need for scalable infrastructure |
| COMPOUND ANNUAL GROWTH RATE (CAGR) | 3.5% (2025 - 2035) |
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Chad TD: Secure Internet Servers data was reported at 21.000 Unit in 2020. This records an increase from the previous number of 11.000 Unit for 2019. Chad TD: Secure Internet Servers data is updated yearly, averaging 5.000 Unit from Dec 2010 (Median) to 2020, with 11 observations. The data reached an all-time high of 21.000 Unit in 2020 and a record low of 1.000 Unit in 2012. Chad TD: Secure Internet Servers data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Chad – Table TD.World Bank.WDI: Telecommunication. The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.;Netcraft (http://www.netcraft.com/);Sum;
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Cameroon CM: Secure Internet Servers: per 1 Million People data was reported at 17.059 Number in 2023. This records an increase from the previous number of 15.199 Number for 2022. Cameroon CM: Secure Internet Servers: per 1 Million People data is updated yearly, averaging 4.190 Number from Dec 2010 (Median) to 2023, with 14 observations. The data reached an all-time high of 17.462 Number in 2021 and a record low of 0.356 Number in 2010. Cameroon CM: Secure Internet Servers: per 1 Million People data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Cameroon – Table CM.World Bank.WDI: Telecommunication. The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.;Netcraft (http://www.netcraft.com/) and World Bank population estimates.;Weighted average;
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Serbia RS: Secure Internet Servers: per 1 Million People data was reported at 5,801.402 Number in 2017. This records an increase from the previous number of 551.689 Number for 2016. Serbia RS: Secure Internet Servers: per 1 Million People data is updated yearly, averaging 80.339 Number from Dec 2010 (Median) to 2017, with 8 observations. The data reached an all-time high of 5,801.402 Number in 2017 and a record low of 7.406 Number in 2010. Serbia RS: Secure Internet Servers: per 1 Million People data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Serbia – Table RS.World Bank: Telecommunication. The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.; ; Netcraft (http://www.netcraft.com/) and World Bank population estimates.; Weighted Average;
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The booming market for internet servers is projected to reach $400 billion by 2033, fueled by cloud computing, AI, and 5G. This comprehensive analysis reveals key trends, drivers, restraints, and leading companies shaping this dynamic sector. Learn about market size, growth projections, and regional insights.
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The HTTP Server market has become a foundational element in the digital landscape, essential for serving web content and facilitating communication over the internet. As businesses increasingly shift their operations online, the demand for reliable and efficient HTTP servers has surged. These servers are responsible
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A complete list of live websites using the Server Status technology, compiled through global website indexing conducted by WebTechSurvey.
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Sweden SE: Secure Internet Servers data was reported at 136,977.000 Unit in 2017. This records an increase from the previous number of 61,582.000 Unit for 2016. Sweden SE: Secure Internet Servers data is updated yearly, averaging 28,180.500 Unit from Dec 2010 (Median) to 2017, with 8 observations. The data reached an all-time high of 136,977.000 Unit in 2017 and a record low of 11,265.000 Unit in 2010. Sweden SE: Secure Internet Servers data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Sweden – Table SE.World Bank: Telecommunication. The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.; ; Netcraft (http://www.netcraft.com/); Sum;
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