Dynamic Malware Analysis with Feature Engineering and Feature Learning

17 July 2019

Papers citing "Dynamic Malware Analysis with Feature Engineering and Feature Learning"

9 / 9 papers shown

Title
TFLAG:Towards Practical APT Detection via Deviation-Aware Learning on Temporal Provenance Graph Wenhan Jiang Tingting Chai Hongri Liu Kai Wang Hongke Zhang 39 0 0 13 Jan 2025
Mitigating the Impact of Malware Evolution on API Sequence-based Windows Malware Detector Xingyuan Wei Ce Li Qiujian Lv Ning Li Degang Sun Yan Wang AAML 34 1 0 03 Aug 2024
CARE: Ensemble Adversarial Robustness Evaluation Against Adaptive Attackers for Security Applications Hangsheng Zhang Jiqiang Liu Jinsong Dong AAML 21 1 0 20 Jan 2024
Nebula: Self-Attention for Dynamic Malware Analysis Dmitrijs Trizna Luca Demetrio Battista Biggio Fabio Roli 24 13 0 19 Sep 2023
Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance Savino Dambra Yufei Han Simone Aonzo Platon Kotzias Antonino Vitale Juan Caballero Davide Balzarotti Leyla Bilge 19 23 0 27 Jul 2023
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion Zhuoqun Huang Neil G. Marchant Keane Lucas Lujo Bauer O. Ohrimenko Benjamin I. P. Rubinstein AAML 32 15 0 31 Jan 2023
Malware Analysis with Symbolic Execution and Graph Kernel Charles-Henry Bertrand Van Ouytsel Axel Legay 16 3 0 12 Apr 2022
Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art Xiang Ling Lingfei Wu Jiangyu Zhang Zhenqing Qu Wei Deng ... Chunming Wu S. Ji Tianyue Luo Jingzheng Wu Yanjun Wu AAML 34 73 0 23 Dec 2021
Semantic-aware Binary Code Representation with BERT Hyungjoon Koo Soyeon Park Daejin Choi Taesoo Kim 17 23 0 10 Jun 2021