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文献 or 报告 研读笔记！
As a reader --> SynGAN: Towards Generating Synthetic Network Attacks using GANs
摘要：SynGAN: Towards Generating Synthetic Network Attacks using GANs 引：NIDS就像黑箱一样工作，假阳率高，且没有可衡量的有效性。我们需要通过模拟真实的网络攻击突变来不断测试和改进系统。本文提出了SynGAN，一个使用GAN 生成对抗网络攻 阅读全文
posted @ 2021-09-13 20:46 阿洛萌萌哒 阅读(269) 评论(0) 推荐(0)
As a reader --> Practical Traffic-space Adversarial Attacks on Learning-based NIDSs
摘要：Practical Traffic-space Adversarial Attacks on Learning-based NIDSs针对基于学习的NIDS的实际流量空间对抗攻击 本文提出了一种基于GAN+PSO的PGA/PBA攻击方式！ 【这篇文章从去年开始就一直伴随着我们的课题实验，直至今日才算 阅读全文
posted @ 2021-09-09 15:08 阿洛萌萌哒 阅读(421) 评论(0) 推荐(0)
As a reader --> Modeling Realistic Adversarial Attacks against Network Intrusion Detection Systems
摘要：Modeling Realistic Adversarial Attacks against Network Intrusion Detection Systems针对ML-NIDS的真实对抗攻击建模 本文关注最关键且真实的问题！ 引：机器学习算法正在被大量引入以帮助网络安全领域创造新的防御机会，然 阅读全文
posted @ 2021-09-02 17:44 阿洛萌萌哒 阅读(235) 评论(0) 推荐(0)
As a reader --> Building Auto-Encoder Intrusion Detection System based on random forest feature selection.
摘要：Building Auto-Encoder Intrusion Detection System based on random forest feature selection. 构建基于随机森林特征选择的AE-IDS abstract 机器学习技术在入侵检测中应用广泛，但这些技术尚面临着缺乏标记 阅读全文
posted @ 2021-01-06 15:34 阿洛萌萌哒 阅读(491) 评论(0) 推荐(0)
As a reader --> MetaPoison: Practical General-purpose Clean-label Data Poisoning
摘要：MetaPoison: Practical General-purpose Clean-label Data Poisoning “MetaPoison：通用的干净标签投毒” written by：W. Ronny Huang * 1 Jonas Geiping * 1 2 Liam Fowl 1 阅读全文
posted @ 2020-11-09 13:14 阿洛萌萌哒 阅读(1065) 评论(0) 推荐(0)
As a reader --> Model-Targeted Poisoning Attacks: Provable Convergence and Certified Bounds
摘要：Model-Targeted Poisoning Attacks:Provable Convergence and Certified Bounds “以模型为目标的投毒攻击：可证明收敛性和确定有界性” written by : Fnu Suya ∗ Saeed Mahloujifar ∗ Davi 阅读全文
posted @ 2020-11-08 19:47 阿洛萌萌哒 阅读(321) 评论(0) 推荐(0)
As a reader --> Transferable Clean-Label Poisoning Attacks on Deep Neural Nets
摘要：Transferable Clean-Label Poisoning Attacks on Deep Neural Nets “DNN中可转移的干净标签投毒攻击” written by: Chen Zhu * 1 W. Ronny Huang * 1 Ali Shafahi 1 Hengduo Li 阅读全文
posted @ 2020-11-08 14:50 阿洛萌萌哒 阅读(1226) 评论(0) 推荐(0)
As a reader --> Walling up Backdoors in Intrusion Detection Systems
摘要：Walling up Backdoors in Intrusion Detection Systems “入侵检测系统中的后门壁垒” written by : Chen Zhu * 1 W. Ronny Huang * 1 Ali Shafahi 1 Hengduo Li 1 Gavin Taylo 阅读全文
posted @ 2020-11-07 16:19 阿洛萌萌哒 阅读(258) 评论(0) 推荐(0)

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