GPT-assisted adversarial retraining restores LinkedIn fake-profile detectors from a 42-52 percent false accept rate on AI-written profiles to 1-7 percent.
The looming threat of fake and llm- generated linkedin profiles: Challenges and opportunities for detection and preven- tion,
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Weak Links in LinkedIn: Enhancing Fake Profile Detection in the Age of LLMs
GPT-assisted adversarial retraining restores LinkedIn fake-profile detectors from a 42-52 percent false accept rate on AI-written profiles to 1-7 percent.