Direction for Detection: A Survey of Automated Vulnerability Detection and all of its Pain Points

Dan Ristea, Shae McFadden, Ezzeldin Shereen +4

Security vulnerabilities in software can have severe consequences; however, manual vulnerability detection is costly and does not scale, especially as agentic coding frameworks inc…