Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Astraea: Grammar-based Fairness Testing

Oct 06, 2020
Ezekiel Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay


  Access Paper or Ask Questions

Securing Autonomous Service Robots through Fuzzing, Detection, and Mitigation

Mar 12, 2020
Chundong Wang, Yee Ching Tok, Rohini Poolat, Sudipta Chattopadhyay, Mohan Rajesh Elara

* 14 pages 

  Access Paper or Ask Questions

Exposing Backdoors in Robust Machine Learning Models

Feb 25, 2020
Ezekiel Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay, Andreas Zeller


  Access Paper or Ask Questions

Callisto: Entropy based test generation and data quality assessment for Machine Learning Systems

Dec 11, 2019
Sakshi Udeshi, Xingbin Jiang, Sudipta Chattopadhyay


  Access Paper or Ask Questions

Model Agnostic Defence against Backdoor Attacks in Machine Learning

Aug 28, 2019
Sakshi Udeshi, Shanshan Peng, Gerald Woo, Lionell Loh, Louth Rawshan, Sudipta Chattopadhyay


  Access Paper or Ask Questions

Road Context-aware Intrusion Detection System for Autonomous Cars

Aug 02, 2019
Jingxuan Jiang, Chundong Wang, Sudipta Chattopadhyay, Wei Zhang

* This manuscript presents an intrusion detection system that makes use of road context for autonomous cars 

  Access Paper or Ask Questions

Grammar Based Directed Testing of Machine Learning Systems

Feb 26, 2019
Sakshi Udeshi, Sudipta Chattopadhyay

* 17 pages, 21 figures 

  Access Paper or Ask Questions

Automated Directed Fairness Testing

Jul 31, 2018
Sakshi Udeshi, Pryanshu Arora, Sudipta Chattopadhyay

* Automated Directed Fairness Testing. In Proceedings of the 2018 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE 18), September 3-7, 2018, Montpellier, France 
* In Proceedings of the 2018 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE 18), September 3-7, 2018, Montpellier, France 

  Access Paper or Ask Questions