Memoir captures recurring false-positive patterns in static-analysis alerts as structured memories, achieving reported F1 up to 99% on CWE-Bench-Java, though the evolution loop is not evaluated.
A few billion lines of code later: Using static analysis to find bugs in the real world,
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Memoir: Learning, Verifying, and Evolving False-Positive Memories for Static Application Security Testing Tools
Memoir captures recurring false-positive patterns in static-analysis alerts as structured memories, achieving reported F1 up to 99% on CWE-Bench-Java, though the evolution loop is not evaluated.