Got Root? A Linux Priv-Esc Benchmark
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Abstract (arXiv)
Linux systems are integral to the infrastructure of modern computing environments, necessitating robust security measures to prevent unauthorized access. Privilege escalation attacks represent a significant threat, typically allowing attackers to elevate their privileges from an initial low-privilege account to the all-powerful root account. A benchmark set of vulnerable systems is of high importance to evaluate the effectiveness of privilege-escalation techniques performed by both humans and automated tooling. Analyzing their behavior allows defenders to better fortify their entrusted Linux systems and thus protect their infrastructure from potentially devastating attacks. To address this gap, we developed a comprehensive benchmark for Linux privilege escalation. It provides a standardized platform to evaluate and compare the performance of human and synthetic actors, e.g., hacking scripts or automated tooling.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 3 May 2024.
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Citing papers per year: 2025: 1; 2026: 3.
4 papers.
- 2025OCCULT: Evaluating Large Language Models for Offensive Cyber Operation Capabilitiescited by 12
- 2026CritBench: A Framework for Evaluating Cybersecurity Capabilities of Large Language Models in IEC 61850 Digital Substation Environmentscited by 1
- 2026Enhancing Linux Privilege Escalation Attack Capabilities of Local LLM Agentscited by 1
- 2026ATLAS: Discovering Agent Strategies through LLM-Guided Abstraction and Automata Learningcited by 0
- 2026ATLAS: Discovering Agent Strategies through LLM-Guided Abstraction and Automata Learning14 Aug 2026
- 2026Enhancing Linux Privilege Escalation Attack Capabilities of Local LLM Agents29 Apr 2026
- 2026CritBench: A Framework for Evaluating Cybersecurity Capabilities of Large Language Models in IEC 61850 Digital Substation Environments7 Apr 2026
- 2025OCCULT: Evaluating Large Language Models for Offensive Cyber Operation Capabilities18 Feb 2025