Unverified50% confidenceFactExact time
Prompt injection is a class of attack specifically targeting large language models, analogous to SQL injection in traditional web security.
1
Sources
50%
Confidence
Long-term
Relevance
9/22/2026
First Seen
Sources
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Related Claims
UnverifiedThe principle of SQL injection is that an attacker inserts malicious SQL statement fragments into user input fields; when the backend directly concatenates user input into database query statements, it is executed by the database engine, leading to data leakage, authentication bypass, or even database write operations.76% similarUnverified提示注入与SQL注入漏洞存在结构类比：后者利用数据库无法区分SQL代码与数据字符串，前者利用LLM无法区分元指令与被处理内容70% similarUnverifiedTraditional Text-to-SQL solutions can only convert natural language into a single query, whereas Agent SQL can complete multi-turn interactions, including exploring table structures, generating queries, executing analyses, and automatically adjusting query logic.67% similarUnverifiedAI在源码审计中能识别SQL注入、XSS、SSRF、反序列化漏洞等常见安全模式，效率远超人工逐行审查65% similarUnverifiedText-to-SQL technology has evolved from rule-based approaches, to Seq2Seq models (such as IRNet), to pre-trained model fine-tuning (such as BRIDGE and PICARD), and then to LLM prompt engineering.65% similar
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