Papers by Wanniarachchi Kankanamge Malithi Mithsara
No Innocence in Styling: Discovery of Privacy Protection Capabilities and Security Risks in Consumer Generative AI Writing Assistants (2026.acl-industry)
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Mohd. Farhan Israk Soumik, Syed Mhamudul Hasan, Wanniarachchi Kankanamge Malithi Mithsara, Ahmed Imteaj, Abdur R. Shahid
| Challenge: | a recent study examines the dual-use nature of platform-level text stylization. |
| Approach: | They examine the dual-use nature of platform-level text stylization by examining their implications for privacy and platform safety. |
| Outcome: | The proposed model reduces emotion inference accuracy, lowers profiling risk, and increases error rates in misinformation detection. |