This page shows the most relevant public items for Security, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.
Paper • Mar 11, 2026 • arXiv • Zhiwei Liu, Kay Liu, Jingdi Chen, Carlee Joe-Wong
This paper presents the first systematic and comprehensive survey of AI agent security, analyzing the design space, attack landscape, and defense mechanisms for autonomous systems. The researchers ...
Paper • Jan 12, 2026 • arXiv • Alessandro V. Rossi, Elena M. K., Yong Lin
The delegation of high stakes financial tasks to autonomous systems requires robust mechanisms for verifying behavior without exposing sensitive underlying data. This paper proposes a novel framewo...
Paper • Sep 10, 2025 • arXiv • Yao Mu, Tianyu Zheng, Percy Liang, Dan Hendrycks
As multi-agent swarms are deployed in open-ended web environments, standard static benchmarks fail to capture their vulnerability to dynamic threats and deceptive actors. We introduce AgentBench-20...
Paper • Dec 5, 2025 • arXiv • Alessandro V. Rossi, Elena M. K., Yong Lin
The delegation of high-stakes financial and infrastructural tasks to Agentic AI requires robust mechanisms for verifying agent behavior without exposing sensitive underlying data. This paper propos...
Paper • Aug 25, 2025 • arXiv • Alexander C. K.
As Agentic AI systems are granted read/write access to production databases, cloud infrastructures, and financial APIs, the risk of catastrophic runaway actions increases exponentially. This paper ...
Blog • Mar 20, 2026 • Microsoft Security Blog • Vasu Jakkal
Published during RSAC 2026, this article outlines a comprehensive security framework for autonomous AI agents. It covers the necessity of continuous adaptive access, safeguarding data across agenti...
Paper • Mar 4, 2026 • arXiv • Furkan Mumcu, Yasin Yilmaz
This research investigates robustness issues in agentic AI systems where autonomous agents interact with dynamic environments and external tools. The authors introduce adversarially-aligned Jacobia...
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