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GPT-5.5 and AI agents transform cybersecurity vulnerability discovery

By PulseAugur Editorial · [5 sources] ·

Frontier AI models like GPT-5.5 are revolutionizing cybersecurity by automating vulnerability discovery and exploit synthesis. These advanced LLMs can analyze millions of lines of code, identify complex exploit chains, and even function as adaptive malware. While this technology offers powerful defensive capabilities for tasks like secure code review and malware analysis, it also presents new risks, as attackers can leverage similar AI tools for sophisticated phishing, malware, and autonomous worms. Security teams must rapidly adopt these AI-driven approaches for defense while also hardening their systems against AI-powered threats. AI

IMPACT Accelerates the arms race in cybersecurity, forcing rapid adoption of AI for defense and new strategies to counter AI-driven attacks.

RANK_REASON The cluster discusses the application of frontier AI models, specifically GPT-5.5, to cybersecurity, detailing new capabilities for vulnerability discovery and defense, as well as new threats from AI-powered attacks.

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 5 sources. How we write summaries →

GPT-5.5 and AI agents transform cybersecurity vulnerability discovery

COVERAGE [5]

  1. arXiv cs.AI TIER_1 Deutsch(DE) · Fengyu Liu, Jiarun Dai, Yihe Fan, Wuyuao Mai, Ziao Li, Bofei Chen, Jie Zhang, Zheng Lou, Bocheng Xiang, Qiyi Zhang, Xudong Pan, Geng Hong, Yuan Zhang, Min Yang ·

    AgentCyberRange: Benchmarking Frontier AI Systems in Realistic Cyber Ranges

    arXiv:2606.14295v1 Announce Type: cross Abstract: Frontier AI systems are increasingly capable of cybersecurity tasks, including codebase inspection, vulnerability detection, and exploitation. However, evaluating their offensive capabilities remains constrained by limited access …

  2. arXiv cs.AI TIER_1 Deutsch(DE) · Min Yang ·

    AgentCyberRange: Benchmarking Frontier AI Systems in Realistic Cyber Ranges

    Frontier AI systems are increasingly capable of cybersecurity tasks, including codebase inspection, vulnerability detection, and exploitation. However, evaluating their offensive capabilities remains constrained by limited access to open, reproducible, multi-host cyber ranges. Ex…

  3. dev.to — LLM tag TIER_1 English(EN) · Delafosse Olivier ·

    Frontier AI for Cybersecurity: How GPT‑5.5 and Autonomous Agents Are Transforming Vulnerability Discovery

    <blockquote> <p>Originally published on <a href="https://www.coreprose.com/kb-incidents/frontier-ai-for-cybersecurity-how-gpt-5-5-and-autonomous-agents-are-transforming-vulnerability-discovery?utm_source=devto&amp;utm_medium=syndication&amp;utm_campaign=kb-incidents" rel="noopene…

  4. dev.to — LLM tag TIER_1 English(EN) · Delafosse Olivier ·

    Frontier AI for Cybersecurity: How Agentic Models Are Reshaping Vulnerability Discovery

    <blockquote> <p>Originally published on <a href="https://www.coreprose.com/kb-incidents/frontier-ai-for-cybersecurity-how-agentic-models-are-reshaping-vulnerability-discovery?utm_source=devto&amp;utm_medium=syndication&amp;utm_campaign=kb-incidents" rel="noopener noreferrer">Core…

  5. dev.to — LLM tag TIER_1 English(EN) · Delafosse Olivier ·

    Frontier AI for Cybersecurity: How Multi-Model Agents Are Changing Vulnerability Discovery

    <blockquote> <p>Originally published on <a href="https://www.coreprose.com/kb-incidents/frontier-ai-for-cybersecurity-how-multi-model-agents-are-changing-vulnerability-discovery?utm_source=devto&amp;utm_medium=syndication&amp;utm_campaign=kb-incidents" rel="noopener noreferrer">C…

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