13 citations · 19 across the 5 of their papers we have counts for
5 papers
SWSR: A Chinese Dataset and Lexicon for Online Sexism Detection
Aiqi Jiang, Xiaohan Yang, Yang Liu +1
Online sexism has become an increasing concern in social media platforms as it has affected the healthy development of the Internet and can have negative effects in society. While…
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack
Yam Sharon, David Berend, Yang Liu +2
Network intrusion attacks are a known threat. To detect such attacks, network intrusion detection systems (NIDSs) have been developed and deployed. These systems apply machine lear…
Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers
Tzvika Shapira, David Berend, Ishai Rosenberg +3
The performance of a machine learning-based malware classifier depends on the large and updated training set used to induce its model. In order to maintain an up-to-date training s…
Fair and accurate age prediction using distribution aware data curation and augmentation
Yushi Cao, David Berend, Palina Tolmach +5
Deep learning-based facial recognition systems have experienced increased media attention due to exhibiting unfair behavior. Large enterprises, such as IBM, shut down their facial…
Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data
Xuefeng Liang, Lixin Fan, Yuen Peng Loh +2
In psychology, theory-driven researches are usually conducted with extensive laboratory experiments, yet rarely tested or disproved with big data. In this paper, we make use of 418…