An Adversarial Robust Behavior Sequence Anomaly Detection Approach Based on Critical Behavior Unit Learning

A novel deep framework for dynamic malware detection based on API sequence intrinsic features

(2022) Ce Li et al.   COMPUTERS & SECURITY

Adversarial Attack and Defense: A Survey

(2022) Hongshuo Liang et al.   Electronics

MEGDroid: A Model-Driven Event Generation Framework for Dynamic Android Malware Analysis

(2021) Hayyan Hasan et al.   INFORMATION AND SOFTWARE TECHNOLOGY

A novel approach to generating high-resolution adversarial examples

(2021) Xianjin Fang et al.   APPLIED INTELLIGENCE

Association rule-based malware classification using common subsequences of API calls

(2021) Gianni D’Angelo et al.   APPLIED SOFT COMPUTING

Using Graph Representation in Host-Based Intrusion Detection

(2021) Zhichao Hu et al.   Security and Communication Networks

Assessing and Improving Malware Detection Sustainability through App Evolution Studies

(2020) Haipeng Cai   ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

MaMaDroid

(2019) Lucky Onwuzurike et al.   ACM Transactions on Privacy and Security

Dynamic Malware Analysis in the Modern Era—A State of the Art Survey

(2019) Ori Or-Meir et al.   ACM COMPUTING SURVEYS

Malware Dynamic Analysis Evasion Techniques

(2019) Amir Afianian et al.   ACM COMPUTING SURVEYS

Static malware detection and attribution in android byte-code through an end-to-end deep system

(2019) Muhammad Amin et al.   Future Generation Computer Systems-The International Journal of eScience

Early-stage malware prediction using recurrent neural networks

(2018) Matilda Rhode et al.   COMPUTERS & SECURITY

Detecting Android malware using Long Short-term Memory (LSTM)

(2018) R. Vinayakumar et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

DroidCat: Effective Android Malware Detection and Categorization via App-Level Profiling

(2018) Haipeng Cai et al.   IEEE Transactions on Information Forensics and Security

Android malware detection based on system call sequences and LSTM

(2017) Xi Xiao et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Semantics-Based Online Malware Detection: Towards Efficient Real-Time Protection Against Malware

(2016) Sanjeev Das et al.   IEEE Transactions on Information Forensics and Security