Samuel Marchal

1. PRADA: Protecting against DNN Model Stealing Attacks
   2018/05/07 by Mika Juuti, Sebastian Szyller, Juuti, Mika +5 · 16 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 #cs.CR
2. DAWN: Dynamic Adversarial Watermarking of Neural Networks
   2019/06/03 by Sebastian Szyller, Buse Gul Atli, Szyller, Sebastian +5 · 24 citations
   Computer Science · Mathematics · #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 #cs.CR #stat.ML
3. WAFFLE: Watermarking in Federated Learning
   2020/08/17 by Buse Gul Atli, Yuxi Xia, Atli, Buse Gul +5 · 4 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC) #cs.CR #cs.DC #cs.LG #stat.ML
4. Real-time Adversarial Perturbations against Deep Reinforcement Learning Policies: Attacks and Defenses
   2021/06/16 by Buse G. A. Tekgul, Shelly Wang, Tekgul, Buse G. A. +5 · 4 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Cardiac Arrest and Resuscitation
5. Know Your Phish: Novel Techniques for Detecting Phishing Sites and their Targets
   2015/10/22 by Samuel Marchal, Marchal, Samuel, Kalle Saari +5 · 1 voice · 1 citation
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.CR
6. IoT Sentinel: Automated Device-Type Identification for Security Enforcement in IoT
   2016/11/30 by Markus Miettinen, Samuel Marchal, Ibbad Hafeez +3 · 2 citations
   Computer Science · #cs.CR
7. Detecting organized eCommerce fraud using scalable categorical clustering
   2019/10/10 by Samuel Marchal, Marchal, Samuel, Sebastian Szyller +1 · 1 citation
   Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spam and Phishing Detection #cs.CR #cs.LG #stat.ML
8. Extraction of Complex DNN Models: Real Threat or Boogeyman?
   2019/10/11 by Buse Gul Atli, Atli, Buse Gul, Sebastian Szyller +7 · 2 citations
   Computer Science · Mathematics · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Security and Verification in Computing #cs.CR #cs.LG #stat.ML