AI Security - Why AI Pentesting is Becoming Essential
Basically, AI pentesting helps find security flaws faster than traditional methods.
At RSAC 2026, Ido Geffen discussed the critical role of AI pentesting. As attackers leverage AI, traditional methods fall short. Companies must adapt to safeguard against evolving threats.
What Happened
In recent discussions at RSAC 2026, Ido Geffen, CEO of Novee Security, highlighted the growing importance of AI penetration testing. As enterprises continuously ship code, traditional security validation methods lag behind. Geffen emphasized that while automated scanning is common, it fails to match the speed and adaptability of modern attackers using AI. This gap creates a pressing need for AI-driven security solutions that can keep pace with evolving threats.
Novee’s approach to AI pentesting involves a proprietary large language model (LLM) that operates independently of mainstream models like ChatGPT. This unique technology enables better detection of vulnerabilities and exploits, making it a game-changer in the fight against cyber threats. By employing operator-like reasoning, Novee’s AI can analyze real environments, uncovering complex attack chains and business logic flaws that traditional methods often overlook.
Who's Being Targeted
The implications of AI pentesting extend across various sectors, particularly for organizations that deploy code continuously. As attackers harness AI to exploit vulnerabilities, businesses face heightened risks. Companies that rely on traditional security measures may find themselves increasingly vulnerable, as these methods cannot adapt to the rapid pace of AI-driven attacks.
Ido Geffen shared insights on how Novee’s AI pentesting can identify zero-day vulnerabilities and other critical flaws. This capability is crucial for organizations aiming to safeguard sensitive data and maintain operational integrity. As cyber threats become more sophisticated, the need for advanced security measures grows exponentially.
Tactics & Techniques
Novee’s AI pentesting employs several innovative tactics to enhance security validation. Unlike basic automated scans, this AI solution focuses on validated exploitability, ensuring that identified vulnerabilities are not just theoretical but actionable. By simulating real-world attack scenarios, Novee’s AI can provide a more accurate assessment of an organization's security posture.
Moreover, the AI's ability to conduct continuous testing allows organizations to close the loop after fixes are implemented. This ongoing evaluation ensures that security measures remain effective against new and emerging threats. Geffen underscored the importance of continuous retesting, which is essential for maintaining robust security in today’s fast-paced digital landscape.
Defensive Measures
Organizations looking to enhance their cybersecurity defenses should consider integrating AI pentesting into their security strategies. Geffen recommends that buyers demand comprehensive evaluations during the procurement process. This ensures that the AI solutions they adopt can effectively address their unique security challenges.
To stay ahead of potential threats, businesses should prioritize continuous security testing and invest in technologies that leverage AI for vulnerability detection. By doing so, they can better protect themselves against the evolving landscape of cyber threats and ensure that their defenses are as dynamic as the attackers they face.
SC Media