Beyond Attack-Success Rate: Action-Graded Severity Scale for Tool-Using AI Agents
Authors: Harry Owiredu-Ashley | Published: 2026-07-08
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Where to Intervene? Benchmarking Fairness-Aware Learning on Differentially Private Synthetic Tabular Data
Authors: Vinícius Gabriel Angelozzi, Héber H. Arcolezi | Published: 2026-07-08
Mitigating Taint-Style Vulnerabilities in MCP Servers via Security-Aware Tool Descriptions
Authors: Yang Shi, Jiaheng Fu, Yihe Huang, Ruixiang Wu, Chengyao Sun, Kaifeng Huang | Published: 2026-07-08
On Adversarial Vulnerability of Vision-Language Models through the Lens of Intermediate Spectral Subspaces
Authors: Chethan Krishnamurthy Ramanaik, Tobias Callies, Michael Hecht, Eirini Ntoutsi | Published: 2026-07-08
Multi-Agent AI Control: Distributed Attacks Hamper Per-Instance Monitors
Authors: Oliver Makins, Orazio Angelini, Zohreh Shams, Mary Phuong | Published: 2026-07-08
FedCVESA: Taking Away Training Data in Federated Learning via Correlation Value Encoding and Segmented Aggregation
Authors: Chongkai Li, Bang Zhang, Wenjian Luo | Published: 2026-07-08
Measuring Intelligence Beyond Human Scale
Authors: Jerry Han, Rafael Moschopoulos, Ella Colby, Vishrut Goyal, Andrew Tu, Kia Ghods, Mark Braverman, Elad Hazan | Published: 2026-07-08
Gimitest: A Comprehensive Tool for Testing Reinforcement Learning Policies
Authors: Dennis Gross, Quentin Mazouni, Helge Spieker, Arnaud Gotlieb | Published: 2026-07-08
Thinking More, Harnessing Better: State Machine Guided Harness Automatic Generation with Project Digestion and Workflow Decomposition
Authors: Xing Zhang, Zikang Huang, Gang Yang, CongChong Wang, Lu Liu, Bin Yin, Mingyi Wang, Ziquan Zhao, Min Li, Zhenyu Chen, Bo Wu, Lingyun Ying | Published: 2026-07-08
Large Language Models (LLMs) and Generative AI in Cybersecurity and Privacy: A Survey of Dual-Use Risks, AI-Generated Malware, Explainability, and Defensive Strategies
Authors: Kiarash Ahi, Saeed Valizadeh | Published: 2026-07-08