Multi Source Alert Correlation And Deduplication

via “centralized vulnerability deduplication and correlation”

Open-source AI hackers to find and fix your app’s vulnerabilities.

Unique: Uses LLM-powered semantic comparison for vulnerability deduplication rather than exact string matching, enabling correlation of related findings with different descriptions or exploitation paths. Implements centralized aggregation across all agents and tools.

vs others: Reduces false positives and noise in reports compared to simple string-based deduplication, and provides better correlation than manual review, though less explainable than rule-based systems.