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cs.AI2026
When LLMs Manipulate: Measuring Behavioral, Social, and Temporal Effects
Sadia Asif, Israel Antonio Rosales Laguan, Shumaila Asif +3
Large language models (LLMs) can influence user trust and decision-making through subtle linguistic cues, yet the behavioral effects of manipulative outputs remain poorly quantifie…
cs.AI2025
DarkPatterns-LLM: A Multi-Layer Benchmark for Detecting Manipulative and Harmful AI Behavior
Sadia Asif, Israel Antonio Rosales Laguan, Haris Khan +2
The proliferation of Large Language Models (LLMs) has intensified concerns about manipulative or deceptive behaviors that can undermine user autonomy, trust, and well-being. Existi…