PTaaS

Vibe Hacking Rises: Generative AI Lowers Barriers for Offensive Security Operations

Generative AI is reshaping the cybersecurity threat landscape by dramatically reducing the cost of offensive security knowledge. Previously, attackers needed years of experience in reverse engineering and exploit development to conduct meaningful intrusions, but AI now assists with research, code generation, debugging, and adapting known techniques to new environments. This enables less experienced individuals to build functional attack chains in weeks rather than years. The article introduces the concept of vibe hacking, where attackers collaborate with AI assistants using natural language prompts in a process similar to vibe coding. Defenders can no longer rely on the scarcity of skilled adversaries and must shift toward continuous validation frameworks such as CTEM, AEV, and PTaaS. Senior human experts remain essential for risk judgment and business context, even as automation accelerates routine tasks.