Papers by Jai Kruthunz Naveen Kumar
NLP Privacy Risk Identification in Social Media (NLP-PRISM): A Survey (2026.findings-eacl)
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| Challenge: | Social media platforms such as X (formerly Twitter), Facebook, and Reddit generate user-generated content. |
| Approach: | They propose a framework to assess privacy risks in social media by evaluating vulnerabilities across six dimensions: data collection, preprocessing, visibility, fairness, computational risk, and regulatory compliance. |
| Outcome: | The proposed framework assesses privacy risks across six dimensions . it achieves F1-scores of 0.58–0.84, but incurs 1% - 23% drop under fine-tuning . |