Szyller, Sebastian
- LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
2023/08/14 by Mansi Phute, Phute, Mansi, Alec Helbling +8 · 38 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
- PRADA: Protecting against DNN Model Stealing Attacks
2018/05/07 by Mika Juuti, Juuti, Mika, Sebastian Szyller +5 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning and Algorithms
- DAWN: Dynamic Adversarial Watermarking of Neural Networks
2019/06/03 by Sebastian Szyller, Buse Gul Atli, Szyller, Sebastian +5 · 10 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
- Conflicting Interactions Among Protection Mechanisms for Machine Learning Models
2022/07/05 by Sebastian Szyller, Szyller, Sebastian, N. Asokan +1 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
- On the Robustness of Dataset Inference
2022/10/24 by Szyller, Sebastian, Zhang, Rui, Liu, Jian +1 · 3 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- False Claims against Model Ownership Resolution
2023/04/13 by Liu, Jian, Zhang, Rui, Szyller, Sebastian +2 · 2 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- SoK: Unintended Interactions among Machine Learning Defenses and Risks
2023/12/07 by Vasisht Duddu, Duddu, Vasisht, Sebastian Szyller +3 · 3 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI
- SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning
2021/12/04 by Vasisht Duddu, Duddu, Vasisht, Sebastian Szyller +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
- Imperceptible Adversarial Examples in the Physical World
2024/11/25 by Weilin Xu, Xu, Weilin, Sebastian Szyller +12 · 1 citation
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