Mark Vero
- Beyond Memorization: Violating Privacy Via Inference with Large Language Models
2023/10/11 by Robin Staab, Mark Vero, Staab, Robin +5 · 7 voices · 36 citations
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection
- BaxBench: Can LLMs Generate Correct and Secure Backends?
2025/02/17 by Mark Vero, Niels Mündler, Vero, Mark +13 · 3 voices · 14 citations
#cs.CR #cs.AI #cs.LG #cs.PL
- Instruction Tuning for Secure Code Generation
2024/02/14 by Jingxuan He, He, Jingxuan, Mark Vero +5 · 16 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing #Software Engineering (cs.SE) #Teaching and Learning Programming
- Private Attribute Inference from Images with Vision-Language Models
2024/04/16 by Batuhan Tömekçe, Mark Vero, Tömekçe, Batuhan +5 · 11 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
- Exploiting LLM Quantization
2024/05/28 by Kazuki Egashira, Mark Vero, Egashira, Kazuki +7 · 12 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Magnetic confinement fusion research #Reservoir Engineering and Simulation Methods
- Large Language Models are Advanced Anonymizers
2024/02/21 by Robin Staab, Mark Vero, Staab, Robin +5 · 2 voices · 5 citations
Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.CR
- COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act
2024/10/10 by Philipp Guldimann, Alexander Spiridonov, Guldimann, Philipp +21 · 5 citations
Computer Science · #Law, AI, and Intellectual Property
- Black-Box Adversarial Attacks on LLM-Based Code Completion
2024/08/05 by Slobodan Jenko, Niels Mündler, Jenko, Slobodan +7 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #Cryptographic Implementations and Security #Security and Verification in Computing
- TabLeak: Tabular Data Leakage in Federated Learning
2022/10/04 by Mark Vero, Vero, Mark, Mislav Balunović +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #I.2.11 #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Leveraging Instruction Tuning and Merging for Reasoning Model Adaptation
2026/07/16 by Yu-Du Feng, Niels Mündler-Sasahara, Mark Vero +1
#cs.LG #cs.CL