Zeliang Kan

According to our database, Zeliang Kan authored at least 10 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Breaking Out from the TESSERACT: Reassessing ML-based Malware Detection under Spatio-Temporal Drift.

Theo Chow, Mario D'Onghia, Lorenz Linhardt, Zeliang Kan, Daniel Arp, Lorenzo Cavallaro, Fabio Pierazzi

CoRR, June, 2025

2024

TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version).

Zeliang Kan, Shae McFadden, Daniel Arp, Feargus Pendlebury, Roberto Jordaney, Johannes Kinder, Fabio Pierazzi, Lorenzo Cavallaro

CoRR, 2024

The Impact of Active Learning on Availability Data Poisoning for Android Malware Classifiers.

Shae McFadden, Zeliang Kan, Lorenzo Cavallaro, Fabio Pierazzi

Proceedings of the Annual Computer Security Applications Conference, 2024

2023

Is It Overkill? Analyzing Feature-Space Concept Drift in Malware Detectors.

Zhi Chen, Zhenning Zhang, Zeliang Kan, Limin Yang, Jacopo Cortellazzi, Feargus Pendlebury, Fabio Pierazzi, Lorenzo Cavallaro, Gang Wang

Proceedings of the 2023 IEEE Security and Privacy Workshops (SPW), 2023

Poster: RPAL-Recovering Malware Classifiers from Data Poisoning using Active Learning.

Shae McFadden, Zeliang Kan, Lorenzo Cavallaro, Fabio Pierazzi

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

Drift Forensics of Malware Classifiers.

Theo Chow, Zeliang Kan, Lorenz Linhardt, Lorenzo Cavallaro, Daniel Arp, Fabio Pierazzi

Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023

2021

Investigating Labelless Drift Adaptation for Malware Detection.

Zeliang Kan, Feargus Pendlebury, Fabio Pierazzi, Lorenzo Cavallaro

Proceedings of the AISec@CCS 2021: Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security, 2021

2019

Automated Deobfuscation of Android Native Binary Code.

Zeliang Kan, Haoyu Wang, Lei Wu, Yao Guo, Daniel Xiapu Luo

CoRR, 2019

Deobfuscating Android native binary code.

Zeliang Kan, Haoyu Wang, Lei Wu, Yao Guo, Guoai Xu

Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019

2018

Towards Light-Weight Deep Learning Based Malware Detection.

Zeliang Kan, Haoyu Wang, Guoai Xu, Yao Guo, Xiangqun Chen

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018