Perez-Cruz, Fernando

1. PassGAN: A Deep Learning Approach for Password Guessing
   2017/09/01 by Briland Hitaj, Hitaj, Briland, Paolo Gasti +5 · 3 voices · 2 citations
   #cs.CR #cs.LG #stat.ML
2. Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning
   2017/02/24 by Briland Hitaj, Hitaj, Briland, Giuseppe Ateniese +4 · 1 voice · 27 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Privacy-Preserving Technologies in Data #cs.CR #cs.LG #stat.ML
3. Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem
   2024/03/06 by Hitaj, Dorjan, Pagnotta, Giulio, De Gaspari, Fabio +4 · 4 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
4. A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification
   2024/07/16 by Markus Marks, Marks, Markus, Manuel Knott +11 · 4 citations
   Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Resource Development and Performance Evaluation
5. FedComm: Federated Learning as a Medium for Covert Communication
   2022/01/21 by Hitaj, Dorjan, Pagnotta, Giulio, Hitaj, Briland +2 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Deep Learning for Multi-label Classification
   2014/12/17 by Read, Jesse, Perez-Cruz, Fernando · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network
   2021/09/27 by Michael Stalder, Fırat Özdemir, Stalder, Michael +9 · 1 citation
   Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Flood Risk Assessment and Management #Hydrological Forecasting Using AI #Hydrology and Watershed Management Studies #Machine Learning (cs.LG)
8. TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding
   2022/02/12 by Pagnotta, Giulio, Hitaj, Dorjan, Hitaj, Briland +2 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
9. Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation
   2023/08/02 by Simon Dirmeier, Dirmeier, Simon, Carlo Albert +3 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Model Reduction and Neural Networks
10. Adaptive Annealed Importance Sampling with Constant Rate Progress
    2023/06/27 by Shirin Goshtasbpour, Goshtasbpour, Shirin, V. W. Cohen +3 · 1 citation
    Computer Science · #Bayesian Methods and Mixture Models #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
11. PassGPT: Password Modeling and (Guided) Generation with Large Language Models
    2023/06/02 by Rando, Javier, Perez-Cruz, Fernando, Hitaj, Briland · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
12. Anchor Data Augmentation
    2023/11/12 by Nora Schneider, Schneider, Nora, Shirin Goshtasbpour +3 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Machine Learning and Data Classification
13. Counterfactual Explanations for Deep Learning-Based Traffic Forecasting
    2024/05/01 by Rushan Wang, Wang, Rushan, Yanan Xin +7 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques