Struppek, Lukas

15 publications

ICLR 2024 Be Careful What You Smooth for: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks Lukas Struppek, Dominik Hintersdorf, Kristian Kersting

NeurIPSW 2024 Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting

JAIR 2024 Does CLIP Know My Face? Dominik Hintersdorf, Lukas Struppek, Manuel Brack, Felix Friedrich, Patrick Schramowski, Kristian Kersting

ICLRW 2024 Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting

IJCAI 2024 Exploiting Cultural Biases via Homoglyphs inText-to-Image Synthesis (Abstract Reprint) Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting

ICLRW 2024 Exploring the Adversarial Capabilities of Large Language Models Lukas Struppek, Minh Hieu Le, Dominik Hintersdorf, Kristian Kersting

NeurIPS 2024 Finding NeMo: Localizing Neurons Responsible for Memorization in Diffusion Models Dominik Hintersdorf, Lukas Struppek, Kristian Kersting, Adam Dziedzic, Franziska Boenisch

ICMLW 2024 Finding NeMo: Localizing Neurons Responsible for Memorization in Diffusion Models Lukas Struppek, Dominik Hintersdorf, Kristian Kersting, Adam Dziedzic, Franziska Boenisch

NeurIPSW 2023 Defending Our Privacy with Backdoors Dominik Hintersdorf, Lukas Struppek, Daniel Neider, Kristian Kersting

JAIR 2023 Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting

NeurIPSW 2023 Leveraging Diffusion-Based Image Variations for Robust Training on Poisoned Data Lukas Struppek, Martin Hentschel, Clifton Poth, Dominik Hintersdorf, Kristian Kersting

ICCV 2023 Rickrolling the Artist: Injecting Backdoors into Text Encoders for Text-to-Image Synthesis Lukas Struppek, Dominik Hintersdorf, Kristian Kersting

NeurIPS 2023 SEGA: Instructing Text-to-Image Models Using Semantic Guidance Manuel Brack, Felix Friedrich, Dominik Hintersdorf, Lukas Struppek, Patrick Schramowski, Kristian Kersting

ICML 2022 Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks Lukas Struppek, Dominik Hintersdorf, Antonio De Almeida Correira, Antonia Adler, Kristian Kersting

IJCAI 2022 To Trust or Not to Trust Prediction Scores for Membership Inference Attacks Dominik Hintersdorf, Lukas Struppek, Kristian Kersting