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Data-driven AI & Machine Learning

A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots

April 8, 2024
Data-driven AI & Machine Learning

On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning

April 8, 2024
Data-driven AI & Machine Learning

Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning

April 8, 2024
Data-driven AI & Machine Learning

SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders

April 8, 2024
Data-driven AI & Machine Learning

Auditing Membership Leakages of Multi-Exit Networks

April 8, 2024
Data-driven AI & Machine Learning

On Xing Tian and the Perseverance of Anti-China Sentiment Online

April 8, 2024
Data-driven AI & Machine Learning

Model Stealing Attacks Against Inductive Graph Neural Networks

April 8, 2024
Data-driven AI & Machine Learning

ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models

April 8, 2024
Data-driven AI & Machine Learning

Stealing Links from Graph Neural Networks

April 8, 2024
Data-driven AI & Machine Learning

Quantifying and Mitigating Privacy Risks of Contrastive Learning

April 8, 2024
Data-driven AI & Machine Learning

DatingSec: Detecting Malicious Accounts in Dating Apps Using a Content-Based Attention Network

April 8, 2024
Data-driven AI & Machine Learning

VerifAI: verified generative AI

April 8, 2024
Data-driven AI & Machine Learning

Symphony: Retrieval-augmented language models using multi-modal data lakes

April 8, 2024
Data-driven AI & Machine Learning

Data-effective and data-efficient ML

April 8, 2024
Data-driven AI & Machine Learning

Data Acquisition

April 8, 2024
Data-driven AI & Machine Learning

NL2SQL

April 8, 2024
Data-driven AI & Machine Learning

Prediction Theory for Gaussian Process Regression

April 7, 2024
Data-driven AI & Machine Learning

Data Matching

April 8, 2023