Lukas Struppek

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authored 12 papers over 1 year ago

To Trust or Not To Trust Prediction Scores for Membership Inference Attacks

Paper • 2111.09076 • Published Nov 17, 2021 • 1

Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks

Paper • 2201.12179 • Published Jan 28, 2022 • 1

Does CLIP Know My Face?

Paper • 2209.07341 • Published Sep 15, 2022 • 1

Balancing Transparency and Risk: The Security and Privacy Risks of Open-Source Machine Learning Models

Paper • 2308.09490 • Published Aug 18, 2023 • 1

Leveraging Diffusion-Based Image Variations for Robust Training on Poisoned Data

Paper • 2310.06372 • Published Oct 10, 2023 • 1

Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks

Paper • 2310.06549 • Published Oct 10, 2023 • 1

Defending Our Privacy With Backdoors

Paper • 2310.08320 • Published Oct 12, 2023 • 1

Sparsely-gated Mixture-of-Expert Layers for CNN Interpretability

Paper • 2204.10598 • Published Apr 22, 2022 • 2

Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis

Paper • 2209.08891 • Published Sep 19, 2022 • 2

Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations

Paper • 2303.09289 • Published Mar 16, 2023 • 2

SEGA: Instructing Diffusion using Semantic Dimensions

Paper • 2301.12247 • Published Jan 28, 2023 • 6

Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness

Paper • 2302.10893 • Published Feb 7, 2023 • 6

authored a paper almost 2 years ago

Rickrolling the Artist: Injecting Backdoors into Text Encoders for Text-to-Image Synthesis

Paper • 2211.02408 • Published Nov 4, 2022