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Struppek, Lukas

  1. Evaluating the Social Impact of Generative AI Systems in Systems and Society
    2023/06/09 by Irene Solaiman, Zeerak Talat, Solaiman, Irene +59 · 4 voices · 9 citations
    #cs.CY #cs.AI
  2. Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness
    2023/02/07 by Friedrich, Felix, Brack, Manuel, Struppek, Lukas +4 · 22 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  3. Rickrolling the Artist: Injecting Backdoors into Text Encoders for Text-to-Image Synthesis
    2022/11/04 by Struppek, Lukas, Hintersdorf, Dominik, Kersting, Kristian · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models
    2024/06/04 by Hintersdorf, Dominik, Struppek, Lukas, Kersting, Kristian +2 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks
    2022/01/28 by Lukas Struppek, Struppek, Lukas, Dominik Hintersdorf +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  6. Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks
    2023/10/10 by Lukas Struppek, Struppek, Lukas, Dominik Hintersdorf +3 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. SEGA: Instructing Text-to-Image Models using Semantic Guidance
    2023/01/28 by Brack, Manuel, Friedrich, Felix, Hintersdorf, Dominik +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Sparsely-gated Mixture-of-Expert Layers for CNN Interpretability
    2022/04/22 by Pavlitska, Svetlana, Hubschneider, Christian, Struppek, Lukas +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Navigating Shortcuts, Spurious Correlations, and Confounders: From Origins via Detection to Mitigation
    2024/12/06 by David Steinmann, Felix Divo, Steinmann, David +11 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Imbalanced Data Classification Techniques #Machine Learning and Data Classification
  10. To Trust or Not To Trust Prediction Scores for Membership Inference Attacks
    2021/11/17 by Hintersdorf, Dominik, Struppek, Lukas, Kersting, Kristian · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Defending Our Privacy With Backdoors
    2023/10/12 by Dominik Hintersdorf, Hintersdorf, Dominik, Lukas Struppek +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  12. Exploring the Adversarial Capabilities of Large Language Models
    2024/02/14 by Lukas Struppek, Struppek, Lukas, Minh Hieu Le +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  13. Finding Dori: Memorization in Text-to-Image Diffusion Models Is Not Local
    2025/07/22 by Kowalczuk, Antoni, Hintersdorf, Dominik, Struppek, Lukas +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)