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SQLite still has memory corruption bugs. A subset of those are vulnerabilities. I can link to some of the recent ones, but I don't feel that's necessary. I don't see how it's implausible that C code is still going to have edge cases not totally handled leading to mem corruption.
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And it is true that they do a great job limiting the attack surface, writing clear / simple code and applying amazingly thorough testing that I've never seen in any other open source project. If SQLite's approach to security with C is not good enough then it's clearly not doable.
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