Leveraging Large Language Models to Detect npm Malicious Packages
Authors: Nusrat Zahan, Philipp Burckhardt, Mikola Lysenko, Feross Aboukhadijeh, Laurie Williams | Published: 2024-03-18 | Updated: 2025-01-06
マルウェア分類
Semantic Data Representation for Explainable Windows Malware Detection Models
Authors: Peter Švec, Štefan Balogh, Martin Homola, Ján Kľuka, Tomáš Bisták | Published: 2024-03-18
CBR — Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution
Authors: Amir Lukach, Ran Dubin, Amit Dvir, Chen Hajaj | Published: 2024-03-17
Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem
Authors: Dorjan Hitaj, Giulio Pagnotta, Fabio De Gaspari, Sediola Ruko, Briland Hitaj, Luigi V. Mancini, Fernando Perez-Cruz | Published: 2024-03-06
Catch’em all: Classification of Rare, Prominent, and Novel Malware Families
Authors: Maksim E. Eren, Ryan Barron, Manish Bhattarai, Selma Wanna, Nicholas Solovyev, Kim Rasmussen, Boian S. Alexandrov, Charles Nicholas | Published: 2024-03-04
On the Role of Similarity in Detecting Masquerading Files
Authors: Jonathan Oliver, Jue Mo, Susmit Yenkar, Raghav Batta, Sekhar Josyoula | Published: 2024-02-17
Unraveling the Key of Machine Learning Solutions for Android Malware Detection
Authors: Jiahao Liu, Jun Zeng, Fabio Pierazzi, Lorenzo Cavallaro, Zhenkai Liang | Published: 2024-02-05
TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version)
Authors: Zeliang Kan, Shae McFadden, Daniel Arp, Feargus Pendlebury, Roberto Jordaney, Johannes Kinder, Fabio Pierazzi, Lorenzo Cavallaro | Published: 2024-02-02
MalModel: Hiding Malicious Payload in Mobile Deep Learning Models with Black-box Backdoor Attack
Authors: Jiayi Hua, Kailong Wang, Meizhen Wang, Guangdong Bai, Xiapu Luo, Haoyu Wang | Published: 2024-01-05
Malicious code detection in android: the role of sequence characteristics and disassembling methods
Authors: Pinar G. Balikcioglu, Melih Sirlanci, Ozge A. Kucuk, Bulut Ulukapi, Ramazan K. Turkmen, Cengiz Acarturk | Published: 2023-12-02