🎭 Synthetic Data

Data Augmentation, Privacy-Preserving ML, Simulation, Generated Training Sets

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Scoured 74385 posts in 1.96 s
Should I use Synthetic Data for That? An Analysis of the Suitability of Synthetic Data for Data Sharing and Augmentation
arxiv.org·23h
🔍Retrieval-Augmented Generation
Towards the Science of Security and Privacy in Machine Learning
dev.to·6h·
Discuss: DEV
🔄Transfer Learning
**Abstract:** The growing need for privacy-preserving AI necessitates robust anonymization techniques for training datasets. Existing differential privacy (D...
freederia.com·21h
🔄Transfer Learning
Invisible Clean-Label Backdoor Attacks for Generative Data Augmentation
arxiv.org·23h
🔄Transfer Learning
Information Retrieval Part 2: How To Get Into Model Training Data
searchenginejournal.com·14h
🔄Transfer Learning
Detecting backdoored language models at scale
microsoft.com·11h
💬Prompt Engineering
Synthetic Pretraining
vintagedata.org·3d·
Discuss: Hacker News
💬Prompt Engineering
What Spectroscopy Was to the 1800s, Embeddings Are to Science Now
mnky9800n.substack.com·5h·
Discuss: Substack
📊Information Theory
Generalization in Deep Learning
dev.to·9h·
Discuss: DEV
🔄Transfer Learning
Guest post: Balancing your dataset? Mind the privacy leaks!
desfontain.es·1d·
Discuss: Hacker News
💬Prompt Engineering
The Agentic Trust Framework: Zero Trust Governance for AI Agents
cloudsecurityalliance.org·7h·
Discuss: Hacker News
🤖AI
kiln: synthetic data generation from database schema
kiln.tech·3d
🔍Retrieval-Augmented Generation
suzgunmirac/belief-in-the-machine: Belief in the Machine: Investigating Epistemological Blind Spots of Language Models
github.com·18h
💬Prompt Engineering
7 Advanced Feature Engineering Tricks Using LLM Embeddings
machinelearningmastery.com·1d
🔍Retrieval-Augmented Generation
**Abstract:** This paper introduces a novel framework for enhanced trace evidence identification utilizing a multi-modal data ingestion and analysis pipeline...
freederia.com·22h
🌐Semantic Web
Postdoc in Milan on scalability for high-dimensional Bayesian learning
statmodeling.stat.columbia.edu·2d
🔗Network Analysis
Neural Bitcoin Small Class Number Attack
leetarxiv.substack.com·10h·
Discuss: Substack
🤖AI
The Inevitability of Semantic Leakage: Why “Safe” Image Embeddings Were Never Really Safe
medium.com·2d
🔄Transfer Learning
​Sequential Attention: Making AI models leaner and faster without sacrificing accuracy
research.google·13h
💬Prompt Engineering
AP: without clear values, generative AI risks becoming a wild west
autoriteitpersoonsgegevens.nl·23h
🔍Retrieval-Augmented Generation

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