Key Secure Code Review Statistics 2023 – MY Choice

  • In a study conducted by Veracode, it was found that 70% of the vulnerabilities found in software applications could be mitigated through secure code review.
  • According to a survey by GitLab, 68% of organizations conduct code reviews as part of their secure development process.
  • The same GitLab survey found that 54% of organizations conduct automated code reviews, while 37% conduct manual code reviews.
  • A study by IBM found that the average cost of a security breach in the US was $3.86 million, while the average cost per record stolen was $148.
  • According to a report by, 80% of organizations experienced at least one security incident in the past year.
  • In a study by Ponemon Institute, it was found that the average cost of a data breach was $3.86 million, and the average cost per lost or stolen record was $150.
  • The same Ponemon Institute study found that the average time to identify and contain a data breach was 280 days, with an average cost of $4.24 million.
  • According to a study by the National Institute of Standards and Technology (NIST), code review can reduce the number of vulnerabilities in software applications by up to 90%.
  • A study by Forrester Consulting found that organizations that implemented secure code review practices experienced a 15% reduction in the time it takes to fix vulnerabilities.
  • In a survey by SANS Institute, it was found that 52% of organizations have a formal secure code review process in place, while 28% have an informal process, and 20% have no process at all.

Secure Code Review Statistics

  1. According to a study by Veracode, 70% of applications have at least one security flaw that can be identified through code review.
  2. Another study by Veracode found that it takes an average of 59 days for organizations to fix critical vulnerabilities found through code review.
  3. The same study also found that 85% of all vulnerabilities found in code can be mitigated through simple code changes.

Secure Code Review Facts

  1. Code review is a preventative measure that can save businesses time and money by identifying and fixing security vulnerabilities early on.
  2. Code review is often required for compliance with industry standards and regulations, such as PCI DSS and HIPAA.
  3. Code review can be conducted manually or through automated tools, or a combination of both.

Secure Code Review Adoption

  1. Code review is becoming more widely adopted across industries, with businesses in finance, healthcare, and retail leading the way.
  2. Large organizations are more likely to adopt code review practices than small businesses, due to the cost and expertise required.
  3. Code review is becoming a standard practice for software development teams, with 85% of organizations reporting that they conduct code review.

Secure Code Review Market Analysis

  1. The global market for application security is expected to grow from $3.5 billion in 2020 to $12.5 billion by 2025, driven by increased cyber threats and the need for secure software.
  2. North America is the largest market for application security, due to the high number of businesses and regulations requiring secure software.
  3. The market for code review tools is expected to grow at a CAGR of 18% from 2021 to 2026, driven by the increasing adoption of DevSecOps and CI/CD pipelines.

Secure Code Review Demographics

  1. Code review is used by businesses of all sizes, but is more common in larger organizations with more resources.
  2. Code review is used by software development teams of all skill levels, from beginners to experts.
  3. Code review is used in industries such as finance, healthcare, retail, and technology.

Secure Code Review Software

  1. There are a variety of code review tools available, both open-source and commercial, including Veracode, Checkmarx, and SonarQube.
  2. Code review can be integrated into software development tools such as GitHub, GitLab, and Bitbucket.
  3. Code review tools can be used for different programming languages, including Java, Python, and C++.

Benefits of Secure Code Review

Why Secure Code Review is Important

  1. Secure code review can help detect and prevent security vulnerabilities early in the software development lifecycle, reducing the risk of costly data breaches and cyber attacks.
  2. According to a study by IBM, fixing a security issue during the requirements phase of software development can cost up to 6 times less than fixing the same issue during the testing phase.
  3. The National Institute of Standards and Technology (NIST) recommends secure code review as a best practice for software development.
  4. Secure code review can help ensure compliance with industry standards and regulations, such as HIPAA, PCI DSS, and GDPR.
  5. According to a survey by Veracode, organizations that implement secure code review see a 35% reduction in application-layer vulnerabilities over time.

The Challenges of Secure Code Review

  1. One of the main challenges of secure code review is finding skilled resources with the necessary expertise to perform the review effectively.
  2. Another challenge is balancing the need for security with the need to meet project deadlines, which can sometimes lead to security compromises.
  3. The complexity of modern software systems can make it difficult to identify all potential security vulnerabilities during a code review.
  4. According to a study by CAST, the average software application has over 1.3 million lines of code, making manual code review time-consuming and error-prone.
  5. Keeping up with the latest security threats and vulnerabilities can be a challenge for organizations, as the cyber threat landscape is constantly evolving.

Industry Trends in Secure Code Review

Secure Code Review Tools and Automation

  1. The use of automated tools for secure code review is on the rise, with a market size expected to reach $1.3 billion by 2025.
  2. Automated tools can help overcome some of the challenges of manual code review, such as scalability and efficiency.
  3. Static Application Security Testing (SAST) tools, which analyze source code for security vulnerabilities, are the most commonly used automated tool for secure code review.
  4. Other types of automated tools for secure code review include Dynamic Application Security Testing (DAST), Interactive Application Security Testing (IAST), and Software Composition Analysis (SCA).

Training and Education in Secure Code Review

  1. Providing training and education to developers and other stakeholders is an important aspect of a successful secure code review program.
  2. According to a survey by Synopsys, only 47% of organizations provide secure coding training to developers.
  3. Providing training in secure coding best practices can help reduce the number of security vulnerabilities introduced during the development process.
  4. Organizations can use a variety of training methods, such as online courses, workshops, and peer code review.

Integration with DevOps Processes

  1. Integrating secure code review into DevOps processes can help improve the efficiency and effectiveness of the review process.
  2. According to a study by GitLab, organizations that integrate security into their DevOps processes are more likely to catch and remediate vulnerabilities earlier in the software development lifecycle.
  3. Integrating secure code review into DevOps processes can also help reduce the time and effort required to fix vulnerabilities.
  4. Some common DevOps tools that can be used for secure code review include Jenkins, GitLab, and SonarQube.

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