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Eliot Krzysztof Jones

3 accepted papers

2026

Common Corpus: The Largest Collection of Ethical Data for LLM Pre-Training

ICLR 2026oral

Large Language Models (LLMs) are pre-trained on large data from different sources and domains. These data most often contain trillions of tokens with large portions of copyrighted or proprietary content, which hinders the usage of such models under AI legislation. This raises the need for truly open…

Cited by 0SourceScholar
2026

Comparing AI Agents to Cybersecurity Professionals in Real-World Penetration Testing

ICLR 2026poster

We present the first comprehensive evaluation of AI agents against human cybersecurity professionals in a live enterprise environment. We evaluate ten cybersecurity professionals alongside six existing AI agents and ARTEMIS, our new agent scaffold, on a large university network consisting of $\sim$8…

Cited by 0SourcecodeScholar
2025

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

NeurIPS 2025poster

AI agents are rapidly being deployed across diverse industries, but can they adhere to deployment policies under attacks? We organized a one-month red teaming challenge---the largest of its kind to date---involving expert red teamers attempting to elicit policy violations from AI agents powered by $…

Cited by 0SourceScholar