Alesia Chernikova

1. FENCE: Feasible Evasion Attacks on Neural Networks in Constrained Environments
   2019/09/23 by Alesia Chernikova, Chernikova, Alesia, Alina Oprea +1 · 4 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cardiac Arrest and Resuscitation #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Are Self-Driving Cars Secure? Evasion Attacks against Deep Neural Networks for Steering Angle Prediction
   2019/04/15 by Alesia Chernikova, Chernikova, Alesia, Alina Oprea +5 · 2 citations
   Computer Science · Mathematics · Medicine · #Adversarial Robustness in Machine Learning #Autopsy Techniques and Outcomes #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CR #cs.LG #stat.ML