Unverified60% confidenceOpinionExact time
Account permission logic generated by Vibe Coding is often the most prone to security vulnerabilities, as AI may generate permission-checking code that appears correct but can actually be bypassed
2
Sources
60%
Confidence
Medium-term (~90 days)
Relevance
8/17/2026
First Seen
Valid until: 11/15/2026
Sources
Vibe Coding从Demo到上线，中间还差哪些关键环节？
Related Claims
UnverifiedVibe coding can easily lead to security vulnerabilities (such as unfiltered user input and hardcoded API keys) and the unconscious accumulation of technical debt78% similarUnverifiedIn security audits, AI hallucinations may manifest as misidentifying normal encryption calls as weak algorithms, referencing non-existent CVE numbers, or producing syntactically correct remediation code that bypasses authentication logic.76% similarUnverified据GitHub的研究数据，AI生成的代码在安全漏洞密度上显著高于人工编写代码，主要集中在SQL注入、越权访问等漏洞类型75% similarUnverifiedCybersecurity capability can be seen as a byproduct of strong coding ability; models that can understand complex code logic and locate bugs inherently have the potential to discover security vulnerabilities.74% similarUnverifiedAgent security risks are often not code vulnerabilities but semantic-level manipulation, which is difficult to cover with conventional penetration testing tools.73% similar
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