Lee, Taesung

1. Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming
   2025/01/31 by Mrinank Sharma, Meg Tong, Sharma, Mrinank +89 · 8 voices · 75 citations
   Social Sciences · #Criminal Law and Evidence #Law, Rights, and Freedoms #Legal Systems and Judicial Processes
2. Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering
   2018/11/08 by Bryant Chen, Wilka Carvalho, Chen, Bryant +13 · 48 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
3. Defending Against Machine Learning Model Stealing Attacks Using Deceptive Perturbations
   2018/05/31 by Lee, Taesung, Edwards, Benjamin, Molloy, Ian +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. URET: Universal Robustness Evaluation Toolkit (for Evasion)
   2023/08/03 by Kevin Eykholt, Eykholt, Kevin, Taesung Lee +9 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models
   2023/06/15 by Myles Foley, Foley, Myles, Ambrish Rawat +9 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. Towards Generating Informative Textual Description for Neurons in Language Models
   2024/01/30 by Shrayani Mondal, Mondal, Shrayani, Rishabh Garodia +7 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling