Modern software security is not primarily broken by exotic zero-days. It is broken—repeatedly—by the same classes of preventable engineering mistakes.
That is why the SANS / MITRE CWE Top 25 Most Dangerous Software Weaknesses matters.
Published annually by MITRE and promoted heavily through SANS, the Top 25 is a data-driven ranking of the software weaknesses most commonly associated with real-world vulnerabilities, weighted by frequency, severity, and exploitability. The 2024/2025 rankings are based on tens of thousands of CVEs and are intended to help organizations prioritize secure development efforts. (CWE)
This article serves as the introduction to a series where we will examine each weakness in detail.
Why the Top 25 Matters
The Top 25 is valuable because it helps developers focus on the flaws that matter most:
- High prevalence – These weaknesses appear constantly in production code.
- High exploitability – Attackers know how to find and weaponize them.
- High impact – Many enable RCE, privilege escalation, data theft, or full compromise.
- Training prioritization – They provide a roadmap for secure coding education.
- Tool alignment – SAST/DAST/IAST and code review processes often map directly to them.
MITRE explicitly describes these weaknesses as the most common and impactful software flaws found in modern CVE data, often leading to total system compromise or major data exposure. (CWE)
Visual: The Top 25 at a Glance
| Rank | ID | Name | Score | CVEs in KEV | Rank Change vs. 2024 |
|---|---|---|---|---|---|
| 1 | CWE-79 | Improper Neutralization of Input During Web Page Generation (‘Cross-site Scripting’) | 60.38 | 7 | 0 |
| 2 | CWE-89 | Improper Neutralization of Special Elements used in an SQL Command (‘SQL Injection’) | 28.72 | 4 | +1 |
| 3 | CWE-352 | Cross-Site Request Forgery (CSRF) | 13.64 | 0 | +1 |
| 4 | CWE-862 | Missing Authorization | 13.28 | 0 | +5 |
| 5 | CWE-787 | Out-of-bounds Write | 12.68 | 12 | -3 |
| 6 | CWE-22 | Improper Limitation of a Pathname to a Restricted Directory (‘Path Traversal’) | 8.99 | 10 | -1 |
| 7 | CWE-416 | Use After Free | 8.47 | 14 | +1 |
| 8 | CWE-125 | Out-of-bounds Read | 7.88 | 3 | -2 |
| 9 | CWE-78 | Improper Neutralization of Special Elements used in an OS Command (‘OS Command Injection’) | 7.85 | 20 | -2 |
| 10 | CWE-94 | Improper Control of Generation of Code (‘Code Injection’) | 7.57 | 7 | +1 |
| 11 | CWE-120 | Buffer Copy without Checking Size of Input (‘Classic Buffer Overflow’) | 6.96 | 0 | N/A |
| 12 | CWE-434 | Unrestricted Upload of File with Dangerous Type | 6.87 | 4 | -2 |
| 13 | CWE-476 | NULL Pointer Dereference | 6.41 | 0 | +8 |
| 14 | CWE-121 | Stack-based Buffer Overflow | 5.75 | 4 | N/A |
| 15 | CWE-502 | Deserialization of Untrusted Data | 5.23 | 11 | +1 |
| 16 | CWE-122 | Heap-based Buffer Overflow | 5.21 | 6 | N/A |
| 17 | CWE-863 | Incorrect Authorization | 4.14 | 4 | +1 |
| 18 | CWE-20 | Improper Input Validation | 4.09 | 2 | -6 |
| 19 | CWE-284 | Improper Access Control | 4.07 | 1 | N/A |
| 20 | CWE-200 | Exposure of Sensitive Information to an Unauthorized Actor | 4.01 | 1 | -3 |
| 21 | CWE-306 | Missing Authentication for Critical Function | 3.47 | 11 | +4 |
| 22 | CWE-918 | Server-Side Request Forgery (SSRF) | 3.36 | 0 | -3 |
| 23 | CWE-77 | Improper Neutralization of Special Elements used in a Command (‘Command Injection’) | 3.15 | 2 | -10 |
| 24 | CWE-639 | Authorization Bypass Through User-Controlled Key | 2.62 | 0 | +6 |
| 25 | CWE-770 | Allocation of Resources Without Limits or Throttling | 2.54 | 0 | +1 |
Key Themes Developers Should Notice
Several patterns emerge from the Top 25:
Input Handling Failures
Many of the Top 25 stem from untrusted input reaching dangerous sinks:
- XSS
- SQLi
- Command Injection
- Code Injection
- SSRF
Broken Access Control
Authorization/authentication flaws remain endemic:
- Missing Authorization
- Incorrect Authorization
- Improper Authentication
- Missing Authentication
Memory Safety Failures
Unsafe memory management still dominates severe RCE chains:
- Out-of-Bounds Write
- Use After Free
- Buffer Restrictions
- Integer Overflow
Unsafe Defaults / Operational Mistakes
Security often fails in design rather than implementation:
- Hard-Coded Credentials
- Dangerous File Uploads
- Sensitive Data Exposure
Final Thoughts
The SANS/CWE Top 25 is not just a vulnerability list—it is a map of the industry’s recurring engineering failures.
If your development team can systematically eliminate these 25 weakness classes:
- Your attack surface shrinks dramatically
- Your vulnerability backlog drops materially
- Your secur SDLC becomes measurable and defensible
Most organizations do not suffer breaches because of unknown attack techniques.
They suffer breaches because one of these 25 mistakes made it into production.
Sources
- MITRE CWE Top 25 Most Dangerous Software Weaknesses (CWE)
- SANS Top 25 Software Errors Overview (SANS Institute)

We will now explore the capabilities of generative AI to create security training guides.
On a daily basis we will ask ChatGPT to produce specific recommendations for each of the Top 25 along with examples of vulnerable and safe code, followed by Claude’s review of these recommendations.
We have asked the AIs to drop their 7312 personas (HAL900 for Claude and Skynet for ChatGPT).
We are publishing the output of the AIs “as is.” This means that the recommendations and sample code may not be accurate.

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