Publications

225 results for Adversarial Robustness and Privacy

Training a Resilient Q-network against Observational Interference
- - Chao-Han Huck Yang
  - I. Te Danny Hung
  - et al.
- 2022
- AAAI 2022
The MeVer DeepFake Detection Service: Lessons Learnt from Developing and Deploying in the Wild
- - Spiros Baxevanakis
  - Giorgos Kordopatis-Zilos
  - et al.
- 2022
- MAD 2022
Applying Artificial Intelligence Privacy Technology in the Healthcare Domain
- - Abigail Goldsteen
  - Ariel Farkash
  - et al.
- 2022
- MIE 2022
Real-World Adversarial Examples Via Makeup
- - Chang-Sheng Lin
  - Chia-Yi Hsu
  - et al.
- 2022
- ICASSP 2022
Ares: A System-Oriented Wargame Framework for Adversarial ML
- - Farhan Ahmed
  - Pratik Vaishnavi
  - et al.
- 2022
- S&P 2022
MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection
- - Xiang Ling
  - Lingfei Wu
  - et al.
- 2022
- INFOCOM 2022
Evaluating the Adversarial Robustness for Fourier Neural Operators
- - Abolaji Adesoji
  - Pin-Yu Chen
- 2022
- ICLR 2022
Reverse Engineering of Imperceptible Adversarial Image Perturbations
- - Yuguang Yao
  - Yifan Gong
  - et al.
- 2022
- ICLR 2022
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
- - Yimeng Zhang
  - Yuguang Yao
  - et al.
- 2022
- ICLR 2022
Robust Randomized Smoothing via Two Cost-Effective Approaches
- - Linbo Liu
  - Trong Nghia Hoang
  - et al.
- 2022
- ICLR 2022