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cs.AI2026
Toward Trustworthy AI: Multi-Target Adversarial Attacks and Robust Defenses for Continuous Data Summarization
Yuefang Lian, Longkun Guo, Zhongrui Zhao +5
Trustworthy AI requires reliable data-processing pipelines, not only robust downstream predictive models. As an upstream component, data summarization determines which information…
cs.AI2025
LogiPlan: A Structured Benchmark for Logical Planning and Relational Reasoning in LLMs
Yanan Cai, Ahmed Salem, Besmira Nushi +1
We introduce LogiPlan, a novel benchmark designed to evaluate the capabilities of large language models (LLMs) in logical planning and reasoning over complex relational structures.…