Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models
Authors: Hugo García Cuesta, Pablo Mateo Torrejón, Alfonso Sánchez-Macián | Published: 2026-07-09
Literature Database
MLQENABLER: Enabling Secure Machine Learning Queries over Encrypted Database in Cloud Computing
Authors: Xu Zhou, Haoyang Chen, Xinyu Lei | Published: 2026-07-09
Out of Sight: Compression-Aware Content Protection against Agentic Crawlers
Authors: Xuefei Wang | Published: 2026-07-09
Prismata: Confining Cross-Site Prompt Injection in Web Agents
Authors: Corban Villa, Alp Eren Ozdarendeli, Sijun Tan, Raluca Ada Popa | Published: 2026-07-09
zkComposer: Decomposing Proof Construction to Scale zkML
Authors: Pawan Kumar Sanjaya, Christina Giannoula, Valdy Oktavian, Mehdi Saeedi, Gabor Sines, Gururaj Saileshwar, Nandita Vijaykumar | Published: 2026-07-09
Beware What You Autocomplete: Forensic Attribution of Backdoored Code Completions
Authors: Anjun Gao, Yueyang Quan, Zhuqing Liu, Minghong Fang | Published: 2026-07-09
Beyond Attack-Success Rate: Action-Graded Severity Scale for Tool-Using AI Agents
Authors: Harry Owiredu-Ashley | Published: 2026-07-08
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