Tran, Brandon

1. Adversarial Examples Are Not Bugs, They Are Features
   2019/05/06 by Andrew Ilyas, Shibani Santurkar, Ilyas, Andrew +10 · 6 voices · 62 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #cs.CR #cs.CV #cs.LG #stat.ML
2. Spectral Signatures in Backdoor Attacks
   2018/11/01 by Brandon Tran, Jerry Li, Tran, Brandon +3 · 31 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Cryptographic Implementations and Security
3. Exploring the Landscape of Spatial Robustness
   2017/12/07 by Logan Engstrom, Brandon Tran, Engstrom, Logan +7 · 22 citations
   Environmental Science · #Land Use and Ecosystem Services
4. Not All GPUs Are Created Equal: Characterizing Variability in Large-Scale, Accelerator-Rich Systems
   2022/08/23 by Prasoon Sinha, Akhil Guliani, Sinha, Prasoon +9 · 5 citations
   Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
5. Image Synthesis with a Single (Robust) Classifier
   2019/06/06 by Shibani Santurkar, Santurkar, Shibani, Dimitris Tsipras +9 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
6. PAL: A Variability-Aware Policy for Scheduling ML Workloads in GPU Clusters
   2024/08/21 by Jain, Rutwik, Tran, Brandon, Chen, Keting +2 · 2 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)