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Privacy Risk Predictions Based on Fundamental Understanding of Personal Data and an Evolving Threat Landscape
Arxiv
0+阅读 · 3月3日
Shadow in the Cache: Unveiling and Mitigating Privacy Risks of KV-cache in LLM Inference
Arxiv
0+阅读 · 3月11日
Agent Tools Orchestration Leaks More: Dataset, Benchmark, and Mitigation
Arxiv
0+阅读 · 3月6日
Doxing via the Lens: Revealing Location-related Privacy Leakage on Multi-modal Large Reasoning Models
Arxiv
0+阅读 · 3月3日
A Privacy by Design Framework for Large Language Model-Based Applications for Children
A Privacy by Design Framework for Large Language Model-Based Applications for Children
Arxiv
0+阅读 · 2月19日
Decoupling Generalizability and Membership Privacy Risks in Neural Networks
Arxiv
0+阅读 · 2月9日
FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Client
Arxiv
0+阅读 · 2月12日
"These cameras are just like the Eye of Sauron": A Sociotechnical Threat Model for AI-Driven Smart Home Devices as Perceived by UK-Based Domestic Workers
Arxiv
0+阅读 · 2月9日
Revisiting Privacy, Utility, and Efficiency Trade-offs when Fine-Tuning Large Language Models
Arxiv
0+阅读 · 2月9日
A Human-Centered Privacy Approach (HCP) to AI
Arxiv
0+阅读 · 2月4日
Supporting Informed Self-Disclosure: Design Recommendations for Presenting AI-Estimates of Privacy Risks to Users
Arxiv
0+阅读 · 1月30日
Security Analysis of ChatGPT: Threats and Privacy Risks
Arxiv
0+阅读 · 2月1日
Decoupling Generalizability and Membership Privacy Risks in Neural Networks
Arxiv
0+阅读 · 2月2日
Setting $\varepsilon$ is not the Issue in Differential Privacy
Arxiv
0+阅读 · 1月19日
Privy: Envisioning and Mitigating Privacy Risks for Consumer-facing AI Product Concepts
Arxiv
0+阅读 · 1月24日
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