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20232026
most citedPrivacy and Copyright Protection in Generative AI: A Lifecycle Perspective

19 citations · 73 across the 32 of their papers we have counts for

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Showing 2026Show all

6 papers · 1 filter

cs.CR2026

SpreadMark: Robust Image Watermarking via Spread-Spectrum Embedding

Wei Song, Yuxin Cao, Zhenchang Xing +4

Invisible image watermarks are increasingly used for deepfake detection and provenance tracking, where they must survive not only incidental distortions but also deliberate removal…

cs.HC2026

LEGOUI: Designing with UI-DSL Bricks to Balance Transparency and Controllability

Yinsi Zhou, Mingyue Yuan, Hongyue Xu +8

Generative user interface design tools enable rapid prototyping but often operate as black boxes with limited transparency and controllability. When outputs diverge from the design…

cs.CL2026

Interpretable Column Annotation with LLM-Symbolized Decision Process Materialization

Mengqi Wang, Jianwei Wang, Qing Liu +5

Column annotation (CA), including column type annotation (CTA) and column property annotation (CPA), aims to identify the meanings of table columns and the semantic relationships a…

cs.CR2026

TRACE: A Two-Channel Robust Attribution Watermark via Complementary Embeddings for LLM-Agent Trajectories

Zheng Gao, Xiaoyu Li, Xiaoyan Feng +5

LLM agents reach users through resellers, who may rebrand a developer's agent or substitute a cheaper model. When provenance is disputed, attribution rests on the trajectory log (t…

cs.SE2026★ 1 cited

Still Manual? Automated Linter Configuration via DSL-Based LLM Compilation of Coding Standards

Zejun Zhang, Yixin Gan, Zhenchang Xing +5

Coding standards are essential for maintaining consistent and high-quality code across teams and projects. Linters help developers enforce these standards by detecting code violati…

cs.CR2026

DeMark: A Query-Free Black-Box Attack on Deepfake Watermarking Defenses

Wei Song, Zhenchang Xing, Liming Zhu +2

The rapid proliferation of realistic deepfakes has raised urgent concerns over their misuse, motivating the use of defensive watermarks in synthetic images for reliable detection a…