research
∙
07/21/2023
Towards Better Fairness-Utility Trade-off: A Comprehensive Measurement-Based Reinforcement Learning Framework
Machine learning is widely used to make decisions with societal impact s...
share
research
∙
06/02/2023
FREPA: An Automated and Formal Approach to Requirement Modeling and Analysis in Aircraft Control Domain
Formal methods are promising for modeling and analyzing system requireme...
research
∙
05/18/2023
Faster Parallel Exact Density Peaks Clustering
Clustering multidimensional points is a fundamental data mining task, wi...
research
∙
09/21/2020
DeepTag: Robust Image Tagging for DeepFake Provenance
In recent years, DeepFake is becoming a common threat to our society, du...
research
∙
09/19/2020
FakeRetouch: Evading DeepFakes Detection via the Guidance of Deliberate Noise
The novelty and creativity of DeepFake generation techniques have attrac...
research
∙
06/13/2020
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction
The recently rapid advances of generative adversarial networks (GANs) in...
research
∙
05/28/2020
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices
With the recent advances in voice synthesis, AI-synthesized fake voices ...
research
∙
01/27/2020
FakeLocator: Robust Localization of GAN-Based Face Manipulations via Semantic Segmentation Networks with Bells and Whistles
Nowadays, full face synthesis and partial face manipulation by virtue of...
research
∙
12/17/2019
Prema: A Tool for Precise Requirements Editing, Modeling and Analysis
We present Prema, a tool for Precise Requirement Editing, Modeling and A...
research
∙
12/09/2019