Alexey Kurakin
- Adversarial examples in the physical world
2016/07/08 by Alexey Kurakin, Kurakin, Alexey, Ian Goodfellow +3 · 5 voices · 111 citations
Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CR #cs.CV #cs.LG #stat.ML
- Adversarial Machine Learning at Scale
2016/11/04 by Alexey Kurakin, Kurakin, Alexey, Ian Goodfellow +3 · 57 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- On Evaluating Adversarial Robustness
2019/02/18 by Nicholas Carlini, Carlini, Nicholas, Anish Athalye +15 · 61 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Large-Scale Evolution of Image Classifiers
2017/03/03 by Esteban Real, Real, Esteban, Sherry Moore +13 · 18 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #I.2.6 #I.5.1 #I.5.2 #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Parallel #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC)
- Handcrafted Backdoors in Deep Neural Networks
2021/06/08 by Sanghyun Hong, Hong, Sanghyun, Nicholas Carlini +3 · 6 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 (cs.LG) #Network Security and Intrusion Detection
- Harnessing large-language models to generate private synthetic text
2023/06/02 by Alexey Kurakin, Kurakin, Alexey, Natalia Ponomareva +6 · 7 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Private prediction for large-scale synthetic text generation
2024/07/16 by Kareem Amin, Alex Bie, Amin, Kareem +13 · 9 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- Large Scale Transfer Learning for Differentially Private Image Classification
2022/05/06 by Harsh Mehta, Abhradeep Thakurta, Mehta, Harsh +5 · 4 citations
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning
- Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming
2020/10/22 by Sumanth Dathathri, Krishnamurthy Dvijotham, Dathathri, Sumanth +19 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Physical Unclonable Functions (PUFs) and Hardware Security