TESSERACT: Eliminating Experimental Bias in Malware Classification
across Space and Time

TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time

20 July 2018

Feargus Pendlebury

Roberto Jordaney

Johannes Kinder

Lorenzo Cavallaro

Papers citing "TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time"

12 / 12 papers shown

Title
On Benchmarking Code LLMs for Android Malware Analysis Yiling He Hongyu She Xingzhi Qian Xinran Zheng Zhuo Chen Zhan Qin Lorenzo Cavallaro ELM 90 1 0 01 Apr 2025
LAMD: Context-driven Android Malware Detection and Classification with LLMs Xingzhi Qian Xinran Zheng Yiling He Shuo Yang Lorenzo Cavallaro 94 3 0 18 Feb 2025
Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Xinchen Zhang Running Zhao Zhihan Jiang Handi Chen Yulong Ding Edith C.H. Ngai Shuang-Hua Yang AAML 192 0 0 17 Feb 2025
Defending against Adversarial Malware Attacks on ML-based Android Malware Detection Systems Ping He Lorenzo Cavallaro Shouling Ji AAML 95 0 0 23 Jan 2025
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 51 1 0 02 Feb 2024
Explaining Black-box Android Malware Detection Marco Melis Davide Maiorca Battista Biggio Giorgio Giacinto Fabio Roli AAML FAtt 11 43 0 09 Mar 2018
Benchmarking Crimes: An Emerging Threat in Systems Security E. V. D. Kouwe Dennis Andriesse H. Bos Cristiano Giuffrida Gernot Heiser 16 30 0 08 Jan 2018
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning Battista Biggio Fabio Roli AAML 83 1,401 0 08 Dec 2017
MaMaDroid: Detecting Android Malware by Building Markov Chains of Behavioral Models Enrico Mariconti Lucky Onwuzurike Panagiotis Andriotis Emiliano De Cristofaro Gordon J. Ross Gianluca Stringhini 19 429 0 13 Dec 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 422 16,765 0 16 Feb 2016
Reviewer Integration and Performance Measurement for Malware Detection Brad Miller Alex Kantchelian Michael Carl Tschantz Sadia Afroz Rekha Bachwani ... Vaishaal Shankar Tony Wu George Yiu A. Joseph J. D. Tygar 31 77 0 26 Oct 2015
Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction F. Provost Gary M. Weiss 58 995 0 22 Jun 2011