Alert button
Picture for Mario Fritz

Mario Fritz

Alert button

Certified Robust Models with Slack Control and Large Lipschitz Constants

Sep 12, 2023
Max Losch, David Stutz, Bernt Schiele, Mario Fritz

Viaarxiv icon

MargCTGAN: A "Marginally'' Better CTGAN for the Low Sample Regime

Jul 16, 2023
Tejumade Afonja, Dingfan Chen, Mario Fritz

Viaarxiv icon

B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers

Jun 19, 2023
Moritz Böhle, Navdeeppal Singh, Mario Fritz, Bernt Schiele

Figure 1 for B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers
Viaarxiv icon

Client-specific Property Inference against Secure Aggregation in Federated Learning

Mar 07, 2023
Raouf Kerkouche, Gergely Ács, Mario Fritz

Figure 1 for Client-specific Property Inference against Secure Aggregation in Federated Learning
Figure 2 for Client-specific Property Inference against Secure Aggregation in Federated Learning
Figure 3 for Client-specific Property Inference against Secure Aggregation in Federated Learning
Figure 4 for Client-specific Property Inference against Secure Aggregation in Federated Learning
Viaarxiv icon

More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large Language Models

Feb 23, 2023
Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, Christoph Endres, Thorsten Holz, Mario Fritz

Figure 1 for More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large Language Models
Figure 2 for More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large Language Models
Figure 3 for More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large Language Models
Figure 4 for More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large Language Models
Viaarxiv icon

Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy

Feb 15, 2023
Derui Zhu, Dingfan Chen, Jens Grossklags, Mario Fritz

Figure 1 for Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy
Figure 2 for Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy
Figure 3 for Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy
Figure 4 for Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy
Viaarxiv icon

Systematically Finding Security Vulnerabilities in Black-Box Code Generation Models

Feb 08, 2023
Hossein Hajipour, Thorsten Holz, Lea Schönherr, Mario Fritz

Figure 1 for Systematically Finding Security Vulnerabilities in Black-Box Code Generation Models
Figure 2 for Systematically Finding Security Vulnerabilities in Black-Box Code Generation Models
Figure 3 for Systematically Finding Security Vulnerabilities in Black-Box Code Generation Models
Figure 4 for Systematically Finding Security Vulnerabilities in Black-Box Code Generation Models
Viaarxiv icon

Fed-GLOSS-DP: Federated, Global Learning using Synthetic Sets with Record Level Differential Privacy

Feb 02, 2023
Hui-Po Wang, Dingfan Chen, Raouf Kerkouche, Mario Fritz

Figure 1 for Fed-GLOSS-DP: Federated, Global Learning using Synthetic Sets with Record Level Differential Privacy
Figure 2 for Fed-GLOSS-DP: Federated, Global Learning using Synthetic Sets with Record Level Differential Privacy
Figure 3 for Fed-GLOSS-DP: Federated, Global Learning using Synthetic Sets with Record Level Differential Privacy
Figure 4 for Fed-GLOSS-DP: Federated, Global Learning using Synthetic Sets with Record Level Differential Privacy
Viaarxiv icon

Holistically Explainable Vision Transformers

Jan 20, 2023
Moritz Böhle, Mario Fritz, Bernt Schiele

Figure 1 for Holistically Explainable Vision Transformers
Figure 2 for Holistically Explainable Vision Transformers
Figure 3 for Holistically Explainable Vision Transformers
Figure 4 for Holistically Explainable Vision Transformers
Viaarxiv icon

Private Set Generation with Discriminative Information

Nov 07, 2022
Dingfan Chen, Raouf Kerkouche, Mario Fritz

Figure 1 for Private Set Generation with Discriminative Information
Figure 2 for Private Set Generation with Discriminative Information
Figure 3 for Private Set Generation with Discriminative Information
Figure 4 for Private Set Generation with Discriminative Information
Viaarxiv icon