Shafahi, Ali

1. Adversarial Training for Free!
   2019/04/29 by Shafahi, Ali, Najibi, Mahyar, Ghiasi, Amin +6 · 34 citations
   #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)
2. Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
   2018/04/03 by Shafahi, Ali, Huang, W. Ronny, Najibi, Mahyar +4 · 28 citations
   #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)
3. Universal Adversarial Training
   2018/11/27 by Shafahi, Ali, Najibi, Mahyar, Xu, Zheng +3 · 8 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Transferable Clean-Label Poisoning Attacks on Deep Neural Nets
   2019/05/15 by Chen Zhu, Wei Huang, Zhu, Chen +11 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Adversarially robust transfer learning
   2019/05/20 by Shafahi, Ali, Saadatpanah, Parsa, Zhu, Chen +4 · 5 citations
   #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)
6. Adversarial attacks on Copyright Detection Systems
   2019/06/17 by Parsa Saadatpanah, Ali Shafahi, Saadatpanah, Parsa +3 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Improving Robustness with Adaptive Weight Decay
   2022/09/30 by Ghiasi, Amin, Shafahi, Ali, Ardekani, Reza · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. WITCHcraft: Efficient PGD attacks with random step size
   2019/11/18 by Chiang, Ping-Yeh, Geiping, Jonas, Goldblum, Micah +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
9. Exploring Model Robustness with Adaptive Networks and Improved Adversarial Training
   2020/05/30 by Xu, Zheng, Shafahi, Ali, Goldstein, Tom · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)