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#data-agents News & Analysis

2 articles tagged with #data-agents. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBearisharXiv – CS AI · Jun 97/10
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Data Agents Under Attack: Vulnerabilities in LLM-Driven Analytical Systems

Researchers have identified systematic security vulnerabilities in data agents—AI systems that combine large language models with database access and analytical tools. The study reveals eight categories of risks across interpretation, execution, and policy layers, with practical attacks demonstrated against six systems including major cloud analytics platforms.

AINeutralHugging Face Blog · Feb 45/106
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DABStep: Data Agent Benchmark for Multi-step Reasoning

DABStep introduces a new benchmark for evaluating data agents' multi-step reasoning capabilities. The benchmark aims to assess how well AI agents can perform complex, sequential data analysis tasks that require multiple reasoning steps.