Author: Nabih Benazzouz

FuzzForge Building FuzzForge: Why We’re Rethinking Security Automation TL;DR: Security tools exist but nobody orchestrates them together. FuzzForge chains heterogeneous tools (SAST, fuzzing, dynamic analysis) into intelligent, auditable workflows powered by specialized AI agents. × Security testing is hard. Scaling it is harder. Making it accessible without dumbing it down? That’s the challenge we set…

CVE Deep Dive How Fuzzing the Aligned Layer Batcher Uncovered a Critical DoS Vulnerability in a Core Ethereum ZK Library During a security audit of Aligned Layer‘s Batcher component, our fuzzing infrastructure identified a critical denial-of-service vulnerability in gnark-crypto, one of the most widely-used cryptographic libraries in the Ethereum ecosystem. The vulnerability allows an attacker…