www.provos.org AI Models Replicate Zero-Day Discovery in Cybersecurity Research
Article Content
- •Niels Provos replicated zero-day discoveries using older AI models, challenging current narratives.
- •The IronCurtain framework enables structured vulnerability discovery without advanced models.
- •Investigations using commercial models cost between $30 and $150, making it accessible.
Niels Provos demonstrated that older AI models can autonomously discover zero-day vulnerabilities using his IronCurtain orchestration framework. This research challenges the notion that only advanced models like Anthropic's Mythos can find such vulnerabilities. Provos successfully replicated findings from recent high-profile reports, including a 27-year-old vulnerability in the OpenBSD TCP SACK implementation, which he originally authored. His workflows utilized commercial models such as Opus and Sonnet, as well as open-weight models like Z.AI's GLM 5.1. The orchestration framework allows for structured vulnerability discovery without relying solely on the models' capabilities. The cost of investigations ranged from $30 to $150 per run, depending on the model used. This research opens new avenues for vulnerability discovery beyond proprietary systems.
Ask AI about this cluster
Answers cite the sources they use
Timeline
More articles in this cluster (2)
Continue Reading
Critical WSO2 API Manager Vulnerability Under Active Exploitation A critical vulnerability (CVE-2026-5430) in WSO2 API Manager is being actively exploited, allowing unauthenticated attackers to forge admin tokens via JWT authentication bypass. This flaw, which has a CVSS score of 10.0, affects multiple WSO2 products including API Manager, Universal Gateway, Traffic Manager, and API…
Critical Linux Kernel Vulnerability CVE-2025-39682 Under Active Exploitation A critical vulnerability (CVE-2025-39682) in the Linux kernel allows remote code execution through mishandling of zero-length TLS records. This flaw affects kTLS-enabled hosts running vulnerable kernel versions, exposing them to attackers without authentication. CISA added this vulnerability to its Known Exploited…