conftrace_

malware detection

25 papers

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Co-occurring keywords

adversarial learning (1595) convolutional neural network (4226) heterogeneous graph (217) malware analysis (8) adversarial attack (1621) feature vector (22) android malware (2) static analysis (30) machine learning (436) graph representation learning (246)

Papers

DRMD: Deep Reinforcement Learning for Malware Detection Under Concept Drift AAAI 2026
AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research AAAI 2026
Localizing Malicious Outputs from CodeLLM EMNLP 2025
MiniMal: Hard-Label Adversarial Attack Against Static Malware Detection with Minimal Perturbation IJCAI 2025
FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture EMNLP 2025
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection AISTATS 2024
EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis NIPS 2023
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness AAAI 2023
Identifying ATT&CK Tactics in Android Malware Control Flow Graph through Graph Representation Learning and Interpretability (Student Abstract) AAAI 2022
MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning IJCAI 2021
Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection AAAI 2021
Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection IJCAI 2021
Dynamic Malware Analysis with Feature Engineering and Feature Learning AAAI 2020
Actor Critic Deep Reinforcement Learning for Neural Malware Control AAAI 2020
Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection IJCAI 2019
Identifying Android Malware Using Network-Based Approaches AAAI 2019
Heterogeneous Graph Matching Networks for Unknown Malware Detection IJCAI 2019
MIGAN: Malware Image Synthesis Using GANs AAAI 2019
MalwareTextDB: A Database for Annotated Malware Articles ACL 2017
Bayesian Torrent Classification by File Name and Size Only PGM 2016
Is Feature Selection Secure against Training Data Poisoning? ICML 2015
Feature Cross-Substitution in Adversarial Classification NIPS 2014
Mal-ID: Automatic Malware Detection Using Common Segment Analysis and Meta-Features JMLR 2012
Machine Learning for Computer Security JMLR 2006
Learning to Detect and Classify Malicious Executables in the Wild JMLR 2006