Dvijotham

1. Learning Optimal Conformal Classifiers
   2021/10/18 by Stutz, David, Krishnamurthy, Dvijotham +2 · 15 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
2. A Dual Approach to Scalable Verification of Deep Networks
   2018/03/17 by Krishnamurthy, Robert Stanforth, Dvijotham +7 · 17 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Physical Unclonable Functions (PUFs) and Hardware Security #Integrated Circuits and Semiconductor Failure Analysis
3. (Certified!!) Adversarial Robustness for Free!
   2022/06/21 by Nicholas Carlini, Florian Tramèr, Carlini, Nicholas +6 · 4 citations
   Computer Science · Medicine · Engineering · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Advanced X-ray and CT Imaging
4. Rigorous Agent Evaluation: An Adversarial Approach to Uncover\n Catastrophic Failures
   2018/12/04 by Jonathan Uesato, Uesato, Jonathan, Ananya Kumar +15 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI)
5. Large Language Models Can Verbatim Reproduce Long Malicious Sequences
   2025/03/21 by Sharon Lin, Lin, Sharon, Krishnamurthy +9 · 1 voice
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
6. Towards transformation-resilient provenance detection of digital media
   2020/11/14 by Hayes, Jamie, Krishnamurthy, Dvijotham +4 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)