Tag: adversarial machine learning
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MetaGAI: Benchmark for Generative AI Model & Data Cards
Discover MetaGAI, a large-scale benchmark for evaluating generative AI models and automated data card generation with human-in-the-loop validation.
Analyzing Reasoning Shortcuts in Neurosymbolic Learning
Explore constraint-based methods to detect and fix reasoning shortcuts in neurosymbolic AI, improving learning accuracy and system reliability.
Bias Mitigation in LLM Judges: Effective Strategies Tested
Explore key bias types in LLM judge models and discover the most effective strategies to reduce bias in AI evaluation pipelines.
Causal Wi-Fi CSI Human Activity Recognition with LTL Rules
Discover a novel Wi-Fi CSI-based human activity recognition method using discrete latent compression and LTL rule extraction for better interpretability.
Power Law Boosts AI Learning in Compositional Reasoning
Discover how power-law data distribution enhances AI compositional reasoning, outperforming uniform methods in efficiency and skill learning.