Tag: adversarial machine learning
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ASMR-Bench: Detecting Sabotage in ML Research Code
ASMR-Bench benchmarks sabotage detection in ML research, helping improve auditing techniques for AI-generated scientific results.
Enhancing Manufacturing ML Interpretability with LLMs & KGs
Discover how large language models and knowledge graphs improve machine learning interpretability in manufacturing for better decision-making.
Insight-Driven Informal Theorem Proving with LLMs
Discover how insight-driven reasoning enhances informal theorem proving using large language models for improved mathematical problem solving.
Bilevel Optimization of Agent Skills Using MCTS
Explore bilevel optimization of agent skills with Monte Carlo Tree Search to enhance LLM agent performance and skill development efficiency.
Local Scoring with LALP for Better AI Reasoning Data
Improve AI reasoning accuracy by selecting training data using Local Average Log Probability (LALP), focusing on local step transitions over full solutions...