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Semantic-preserving Reinforcement Learning Attack Against Graph Neural
Networks for Malware Detection

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Semantic-preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection

IEEE Transactions on Dependable and Secure Computing (TDSC), 2020

11 September 2020

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Papers citing "Semantic-preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection"

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Title
LLMalMorph: On The Feasibility of Generating Variant Malware using Large-Language-Models Md Ajwad Akil A. Li Imtiaz Karim Arun Iyengar Ashish Kundu Vinny Parla Elisa Bertino 171 0 0 12 Jul 2025
On the Security Risks of ML-based Malware Detection Systems: A Survey Ping He Yuhao Mao Changjiang Li Lorenzo Cavallaro Ting Wang Shouling Ji 350 0 0 16 May 2025
Adaptive Backdoor Attacks with Reasonable Constraints on Graph Neural NetworksIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025 Xuewen Dong Jiachen Li Shujun Li Zhichao You Qiang Qu Yaroslav Kholodov Yulong Shen AAML 269 1 0 12 Mar 2025
MASKDROID: Robust Android Malware Detection with Masked Graph RepresentationsInternational Conference on Automated Software Engineering (ASE), 2024 Jingnan Zheng Jiaohao Liu An Zhang Jun Zeng Ziqi Yang Zhenkai Liang Tat-Seng Chua AAML 145 6 0 29 Sep 2024
A Wolf in Sheep's Clothing: Practical Black-box Adversarial Attacks for Evading Learning-based Windows Malware Detection in the Wild Xiang Ling Zhiyu Wu Bin Wang Wei Deng Jingzheng Wu Shouling Ji Tianyue Luo Yanjun Wu AAML 206 7 0 03 Jul 2024
Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Neural Networks Andrea Venturi Dario Stabili Mirco Marchetti AAML 174 2 0 18 Mar 2024
Use of Graph Neural Networks in Aiding Defensive Cyber Operations Shaswata Mitra Trisha Chakraborty Subash Neupane Aritran Piplai Sudip Mittal AAML 246 12 0 11 Jan 2024
Survey of Malware Analysis through Control Flow Graph using Machine LearningInternational Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2023 Shaswata Mitra Stephen Torri Sudip Mittal 177 12 0 15 May 2023
A Survey on Malware Detection with Graph Representation LearningACM Computing Surveys (ACM Comput. Surv.), 2023 Tristan Bilot Nour El Madhoun Khaldoun Al Agha Anis Zouaoui AAML 247 50 0 28 Mar 2023
Edge Deep Learning Model Protection via Neuron AuthorizationIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023 Jinyin Chen Haibin Zheng Tianming Liu Rongchang Li Yao Cheng Xuhong Zhang S. Ji FedML 130 1 0 22 Mar 2023
ATTRITION: Attacking Static Hardware Trojan Detection Techniques Using Reinforcement LearningConference on Computer and Communications Security (CCS), 2022 Vasudev Gohil Hao Guo Satwik Patnaik Jeyavijayan Jeyavijayan Rajendran 151 31 0 26 Aug 2022
Trustworthy Graph Neural Networks: Aspects, Methods and TrendsProceedings of the IEEE (Proc. IEEE), 2022 He Zhang Bang Wu Lizhen Qu Shirui Pan Hanghang Tong Jian Pei 344 148 0 16 May 2022