Publications

935 results for Trustworthy AI

Besting the Black-Box: Barrier Zones for Adversarial Example Defense
- - Kaleel Mahmood
  - Phuong Ha Nguyen
  - et al.
- 2021
- IEEE Access
Paper
NN-EMD: Efficiently Training Neural Networks Using Encrypted Multi-Sourced Datasets
- - Runhua Xu
  - James Joshi
  - et al.
- 2021
- IEEE TDSC
Paper
Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators
- - David Stutz
  - Nandhini Chandramoorthy
  - et al.
- 2021
- IEEE TPAMI
Paper
Machine Learning Security and Privacy
- - Nathalie Baracaldo
  - Alina Oprea
- 2021
- IEEE Security and Privacy
Paper
Numerical investigation of droplets in a cross-ventilated space with sitting passengers under asymptomatic virus transmission conditions
- - Carlos Pena Monferrer
  - Samuel Freitas Antao
  - et al.
- 2021
- Physics of Fluids
Paper
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation
- - George Kour
  - Marcel Zalmanovici
  - et al.
- 2022
- AAAI 2022
Workshop paper
Post-processing for Individual Fairness
- - Felix Petersen
  - Debarghya Mukherjee
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
- - Joel Dapello
  - Jenelle Feather
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Adversarial Attack Generation Empowered by Min-Max Optimization
- - Jingkang Wang
  - Tianyun Zhang
  - et al.
- 2021
- NeurIPS 2021
Conference paper
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks
- - Yonggan Fu
  - Qixuan Yu
  - et al.
- 2021
- NeurIPS 2021
Conference paper