Ping-yeh Chiang

1. Baseline Defenses for Adversarial Attacks Against Aligned Language Models
   2023/09/01 by Neel Jain, Avi Schwarzschild, Jain, Neel +17 · 100 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Natural Language Processing Techniques
2. Adversarial Examples Make Strong Poisons
   2021/06/21 by Liam Fowl, Fowl, Liam, Micah Goldblum +9 · 8 citations
   Computer Science · Pharmacology, Toxicology and Pharmaceutics · Social Sciences · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic Fingerprint Detection Methods #Forensic Toxicology and Drug Analysis #Machine Learning (cs.LG)
3. NEFTune: Noisy Embeddings Improve Instruction Finetuning
   2023/10/09 by Neel Jain, Ping-yeh Chiang, Jain, Neel +23 · 11 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
4. Detection as Regression: Certified Object Detection by Median Smoothing
   2020/07/07 by Ping-yeh Chiang, Michael J. Curry, Chiang, Ping-yeh +9 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Preventing Unauthorized Use of Proprietary Data: Poisoning for Secure Dataset Release
   2021/02/16 by Liam Fowl, Ping-yeh Chiang, Fowl, Liam +11 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #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