HumorBench scores LLM explanations of cartoon jokes against expert-written objective elements and finds reasoning skills transfer from STEM benchmarks, while extra thinking tokens help only some models.
Phishing Awareness via Game-Based Learning
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abstract
The increased use of digital devices and applications has led to a rise in phishing attacks. We develop a serious game to raise awareness about phishing attacks and help people avoid these threats in a risk-free learning environment. This game targets three types of phishing-clone phishing, SMS phishing, and spear phishing-and uses a Large Language Model to generate dialogues and questions dynamically. It also incorporates state randomization and time-limited challenges to enhance the gameplay. We evaluated two groups of participants and found that those who played the game showed, on average, a 24% increase in awareness and a 30% boost in confidence.
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Which LLMs Get the Joke? Probing Non-STEM Reasoning Abilities with HumorBench
HumorBench scores LLM explanations of cartoon jokes against expert-written objective elements and finds reasoning skills transfer from STEM benchmarks, while extra thinking tokens help only some models.