Publications

812 results for Trustworthy AI

Unveiling Safety Vulnerabilities of Large Language Models
- - George Kour
  - Marcel Zalmanovici
  - et al.
- 2023
- EMNLP 2023
Predicting Question-Answering Performance of Large Language Models through Semantic Consistency
- - Ella Rabinovich
  - Samuel Ackerman
  - et al.
- 2023
- EMNLP 2023
AutoPeptideML: An Automated Machine Learning Method for Building Peptide Bioactivity Predictors Leveraging Protein Language Models
- - Raúl Fernández Díaz
  - Rodrigo Cossio-pérez
  - et al.
- 2023
- ICBG 2023
Attacking c-MARL More Effectively: A Data Driven Approach
- - Nhan Pham
  - Lam Nguyen
  - et al.
- 2023
- ICDM 2023
Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
- - Chulin Xie
  - Yunhui Long
  - et al.
- 2023
- CCS 2023
Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks
- - Daniel Gibert
  - Giulio Zizzo
  - et al.
- 2023
- CCS 2023
Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2023
- J. Chem. Inf. Model.
2nd Workshop on Data Integrity and Secure Cloud Computing (DISCC)
- - Pradip Bose
  - Jennifer Dworak
  - et al.
- 2023
- MICRO 2023
Scalable Optimal Multiway-Split Decision Trees
- - Shivaram Subramanian
  - Wei Sun
- 2023
- INFORMS 2023
Counterfactual-driven Prescriptive Tree
- - Wei Sun
  - Shivaram Subramanian
  - et al.
- 2023
- INFORMS 2023