Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles

no code implementations • 20 May 2021 • Luiz Giovanini, Fabrício Ceschin, Mirela Silva, Aokun Chen, Ramchandra Kulkarni, Sanjay Banda, Madison Lysaght, Heng Qiao, Nikolaos Sapountzis, Ruimin Sun, Brandon Matthews, Dapeng Oliver Wu, André Grégio, Daniela Oliveira

This paper investigates whether computer usage profiles comprised of process-, network-, mouse-, and keystroke-related events are unique and consistent over time in a naturalistic setting, discussing challenges and opportunities of using such profiles in applications of continuous authentication.

valid

Semantic Segmentation by Improved Generative Adversarial Networks

no code implementations • 20 Apr 2021 • ZengShun Zhaoa, Yulong Wang, Ke Liu, Haoran Yang, Qian Sun, Heng Qiao

Besides, the adversarial loss aggressively encourages the output image to be close to the distribution of the ground truth.

Segmentation Semantic Segmentation