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Publication search results
found 22 matches
- 2024
- Fangtian Zhong, Xiuzhen Cheng, Dongxiao Yu, Bei Gong, Shuaiwen Song, Jiguo Yu:
MalFox: Camouflaged Adversarial Malware Example Generation Based on Conv-GANs Against Black-Box Detectors. IEEE Trans. Computers 73(4): 980-993 (2024) - 2023
- Heng Li, Zhang Cheng, Bang Wu, Liheng Yuan, Cuiying Gao, Wei Yuan, Xiapu Luo:
Black-box Adversarial Example Attack towards FCG Based Android Malware Detection under Incomplete Feature Information. USENIX Security Symposium 2023: 1181-1198 - Heng Li, Zhang Cheng, Bang Wu, Liheng Yuan, Cuiying Gao, Wei Yuan, Xiapu Luo:
Black-box Adversarial Example Attack towards FCG Based Android Malware Detection under Incomplete Feature Information. CoRR abs/2303.08509 (2023) - 2022
- Fangtian Zhong, Pengfei Hu, Guoming Zhang, Hong Li, Xiuzhen Cheng:
Reinforcement learning based adversarial malware example generation against black-box detectors. Comput. Secur. 121: 102869 (2022) - Weiwei Hu, Ying Tan:
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN. DMBD (2) 2022: 409-423 - Shaohua Wang, Yong Fang, Yijia Xu, Yaxian Wang:
Black-Box Adversarial Windows Malware Generation via United Puppet-based Dropper and Genetic Algorithm. HPCC/DSS/SmartCity/DependSys 2022: 653-662 - The Duy Phan, Tran Duc Luong, Nguyen Hoang Quoc An, Quyen Nguyen Huu, Nghi Hoang Khoa, Van-Hau Pham:
Leveraging Reinforcement Learning and Generative Adversarial Networks to Craft Mutants of Windows Malware against Black-box Malware Detectors. SoICT 2022: 31-38 - 2021
- Xiaowei Peng, Hequn Xian, Qian Lu, Xiuqing Lu:
Semantics aware adversarial malware examples generation for black-box attacks. Appl. Soft Comput. 109: 107506 (2021) - Luca Demetrio, Battista Biggio, Giovanni Lagorio, Fabio Roli, Alessandro Armando:
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware. IEEE Trans. Inf. Forensics Secur. 16: 3469-3478 (2021) - Fangwei Wang, Yuanyuan Lu, Changguang Wang, Qingru Li:
Binary Black-Box Adversarial Attacks with Evolutionary Learning against IoT Malware Detection. Wirel. Commun. Mob. Comput. 2021: 8736946:1-8736946:9 (2021) - Yun-Da Tsai, Cheng-Kuan Chen, Shou-De Lin:
Toward an Effective Black-Box Adversarial Attack on Functional JavaScript Malware against Commercial Anti-Virus. CIKM 2021: 4165-4172 - James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen:
Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach. ISI 2021: 1-6 - James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen:
Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach. CoRR abs/2112.01724 (2021) - 2020
- Junkun Yuan, Shaofang Zhou, Lanfen Lin, Feng Wang, Jia Cui:
Black-Box Adversarial Attacks Against Deep Learning Based Malware Binaries Detection with GAN. ECAI 2020: 2536-2542 - Abdullah Ali, Birhanu Eshete:
Best-Effort Adversarial Approximation of Black-Box Malware Classifiers. SecureComm (1) 2020: 318-338 - Xiaowei Peng, Hequn Xian, Qian Lu, Xiuqing Lu:
Generating Adversarial Malware Examples with API Semantics-Awareness for Black-Box Attacks. SocialSec 2020: 52-61 - Luca Demetrio, Battista Biggio, Giovanni Lagorio, Fabio Roli, Alessandro Armando:
Efficient Black-box Optimization of Adversarial Windows Malware with Constrained Manipulations. CoRR abs/2003.13526 (2020) - Abdullah Ali, Birhanu Eshete:
Best-Effort Adversarial Approximation of Black-Box Malware Classifiers. CoRR abs/2006.15725 (2020) - Fangtian Zhong, Xiuzhen Cheng, Dongxiao Yu, Bei Gong, Shuaiwen Song, Jiguo Yu:
MalFox: Camouflaged Adversarial Malware Example Generation Based on C-GANs Against Black-Box Detectors. CoRR abs/2011.01509 (2020) - Mohammadreza Ebrahimi, Ning Zhang, James Lee Hu, Muhammad Taqi Raza, Hsinchun Chen:
Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model. CoRR abs/2012.07994 (2020) - 2018
- Raphael Labaca Castro, Gabi Dreo Rodosek:
Black Box Attacks using Adversarial Samples against Machine Learning Malware Classification to Improve Detection. AIMS 2018: 16-20 - 2017
- Weiwei Hu, Ying Tan:
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN. CoRR abs/1702.05983 (2017)
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