TRANSCEND

News

  • Nov 2021: The final version of Transcendent has been accepted to IEEE S&P 2022!
  • Oct 2020: We'll be presenting our preprint extending Transcend at CyberSec&AI

Access

We are hosting Transcend and Transcendent code on a private Bitbucket repository, under open source license. To get access to the repository, please complete the following form: We have already granted access to people from the following institutions (alphabetical order):
  1. University of California, Santa Barbara, USA
  2. University of Illinois at Urbana-Champaign, USA

Papers

Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift
Federico Barbero, Feargus Pendlebury, Fabio Pierazzi, and Lorenzo Cavallaro
IEEE S&P · 43rd IEEE Symposium on Security and Privacy, 2022
@inproceedings{barbero2022transcendent,
author = {Federico Barbero and Feargus Pendlebury and Fabio Pierazzi and Lorenzo Cavallaro},
title = {Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift},
booktitle = {{IEEE} Symposium on Security and Privacy},
year = {2022},
}
Transcend: Detecting Concept Drift in Malware Classification Models
Roberto Jordaney, Kumar Sharad, Santanu K. Dash, Zhi Wang, Davide Papini, Ilia Nouretdinov, and Lorenzo Cavallaro
USENIX Sec · 26th USENIX Security Symposium, 2017
@article{barbero2020,
author = {Federico Barbero and Feargus Pendlebury and Fabio Pierazzi and Lorenzo Cavallaro},
title = {Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift},
journal = {CoRR},
volume = {abs/2010.03856},
year = {2020},
url = {http://arxiv.org/abs/2010.03856},
eprint = {2010.03856},
archivePrefix = {arXiv}
}

Videos

Roberto Jordaney presents TRANSCEND at Usenix Security 2017.

People

  • Roberto Jordaney, Security Researcher, F-Secure
  • Federico Barbero, B.Sc. Student, King's College London
  • Feargus Pendlebury, Ph.D. Student, King's College London & Royal Holloway, University of London & The Alan Turing Institute
  • Fabio Pierazzi, Lecturer (Assistant Professor), King's College London.
  • Kumar Sharad, Security Researcher, Barkhausen Institut.
  • Santanu K. Dash, Lecturer (Assistant Professor), Surrey University.
  • Zhi Wang, Lecturer (Assistant Professor), Nankai University.
  • Davide Papini, Cybersecurity System Engineer, Elettronica S.p.A.
  • Ilia Nouretdinov, Research Assistant, Royal Holloway, University of London.
  • Lorenzo Cavallaro, Full Professor of Computer Science, Chair in Cybersecurity (Systems Security), King's College London