Introducing the Privacy-HSD Trade-off: Hate Speech Detection, but not at the Cost of Privacy
Hate speech is a real and timely threat that affects a large portion of online users, especially youth and minority groups. While building reliable and robust automatic hate speech detection (HSD) systems is paramount, we argue that this must also be balanced with the individual right to privacy. Exploring the intersection of HSD and privacy, we demonstrate that HSD systems might unintentionally achieve performance at the cost of encoding authorship, posing a threat to privacy. Building on these findings, we establish the notion of a privacy-HSD trade-off, which demands a careful balance. We b
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- PossiblePossibly related (embedding) · 46%GLAAD report finds AI chatbots giving biased, harmful advice to LGBTQ users - 9News →
- FuzzySimilar title/name (fuzzy) · 87%huggingface/speech-to-speech →
“Fuzzy title match (0.94): “Introducing the Privacy-HSD Trade-off: Hate Speech Detection” ≈ “huggingface/speech-to-speech””
- LinkedLinked via arxiv author · 85%Stephen Meisenbacher →
“Introducing the Privacy-HSD Trade-off: Hate Speech Detection, but not at the Cost of Privacy”
- LinkedLinked via arxiv author · 85%Vlad Garbuz →
“Introducing the Privacy-HSD Trade-off: Hate Speech Detection, but not at the Cost of Privacy”
- LinkedLinked via arxiv author · 85%Chirill Donos →
“Introducing the Privacy-HSD Trade-off: Hate Speech Detection, but not at the Cost of Privacy”
- LinkedLinked via arxiv author · 85%Maxim Dnestreanschii →
“Introducing the Privacy-HSD Trade-off: Hate Speech Detection, but not at the Cost of Privacy”
- LinkedLinked via arxiv author · 85%Gabriel Creanga →
“Introducing the Privacy-HSD Trade-off: Hate Speech Detection, but not at the Cost of Privacy”
- LinkedLinked via arxiv author · 85%Andreea-Elena Bodea →
“Introducing the Privacy-HSD Trade-off: Hate Speech Detection, but not at the Cost of Privacy”