Avery Ma

1. A Survey on Transferability of Adversarial Examples across Deep Neural Networks
   2023/10/26 by Jindong Gu, Xiaojun Jia, Gu, Jindong +20 · 11 citations
   Computer Science · #Adversarial Robustness in Machine Learning
2. SAGE: Saliency-Guided Mixup with Optimal Rearrangements
   2022/10/31 by Avery Ma, Nikita Dvornik, Ma, Avery +9 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling
   2025/02/04 by Avery Ma, Yangchen Pan, Ma, Avery +4 · 1 voice · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #cs.CL #cs.CR #cs.LG
4. Improving Adversarial Transferability via Model Alignment
   2023/11/30 by Avery Ma, Amir‐massoud Farahmand, Ma, Avery +7 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)