LLM-Augmented Fuzzing for Web Application Endpoints
LLMs help fuzzers break past input validation by supplying valid requests and ordered sequences.
LLMs help fuzzers break past input validation by supplying valid requests and ordered sequences.
Server-side checks and layered defenses matter more than perfect detection in rooted environments.
Attackers can chain deep-link flaws to hijack accounts and reach private app components.
Injected JavaScript in hybrid apps can reach native device features through the WebView bridge.
Dynamic instrumentation reveals runtime weaknesses static analysis cannot detect.
Attackers exploit supply chain trust relationships that perimeter tests cannot detect.
Defenders can walk the same reconnaissance chain attackers use before active testing begins.
Discover forgotten subdomains before attackers find them.
Attackers hide in legitimate cloud access, not just malware.
Different audiences need different facts from the same vulnerability data to act.
Unmanaged OAuth tokens and dormant integrations have become attackers' preferred entry point.
Pentester's guide to extracting API routes from frontend code before authentication begins.