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文献 or 报告 研读笔记！
As a reader --> Diffusion Models for Imperceptible and Transferable Adversarial Attack
摘要：📌论文分类5：https://github.com/WindVChen/DiffAttack 论文名称 Diffusion Models for Imperceptible and Transferable Adversarial Attack 作者 Chen J, Chen H, Chen K, 阅读全文
posted @ 2024-04-23 09:39 阿洛萌萌哒 阅读(433) 评论(0) 推荐(0)
As a reader --> AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models
摘要：📌论文分类4：AdvDiffuser is open source and available at https://github.com/lafeat/advdiffuserhttps://github.com/ChicForX/advdiff_impl 论文名称 AdvDiffuser: Na 阅读全文
posted @ 2024-04-23 09:37 阿洛萌萌哒 阅读(734) 评论(0) 推荐(0)
As a reader --> TabDDPM: Modelling Tabular Data with Diffusion Models
摘要：📌论文分类3：TabDDPM——一个扩散模型，它可以普遍应用于任何表格数据集并处理任何特征类型。https://github.com/yandex-research/tab-ddpm 论文名称 TabDDPM: Modelling Tabular Data with Diffusion Model 阅读全文
posted @ 2024-04-23 09:31 阿洛萌萌哒 阅读(802) 评论(0) 推荐(0)
As a reader --> AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizing
摘要：📌论文分类2：结合自动编码器和扩散模型的表格数据合成，code is available at https://github.com/UCLA-Trustworthy-AI-Lab/AutoDiffusion 论文名称 AutoDiff: combining Auto-encoder and Di 阅读全文
posted @ 2024-04-23 09:26 阿洛萌萌哒 阅读(234) 评论(0) 推荐(0)
As a reader --> NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation
摘要：📌论文分类Ⅳ：We open source our sample datasets, pipeline, and results in https://github.com/noise-lab/NetDiffusion_Generator. 论文名称 NetDiffusion: Network D 阅读全文
posted @ 2024-04-09 09:47 阿洛萌萌哒 阅读(606) 评论(0) 推荐(0)
As a reader --> NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging
摘要：📌论文分类Ⅲ： 论文名称 NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging 作者 Sivaroopan N, Bandara D, Madarasingha C, et al. 阅读全文
posted @ 2024-04-09 09:42 阿洛萌萌哒 阅读(351) 评论(0) 推荐(0)
As a reader --> PAC-GPT: A Novel Approach to Generating Synthetic Network Traffic With GPT-3
摘要：📌论文分类Ⅱ：创建可应用于各种任务的高质量合成网络流量（ICMP和DNS协议下）https://github.com/dark-0ne/NetworkPacketGenerator 论文名称 PAC-GPT: A Novel Approach to Generating Synthetic Net 阅读全文
posted @ 2024-04-09 09:39 阿洛萌萌哒 阅读(190) 评论(0) 推荐(0)
As a reader --> Apollon: A robust defense system against Adversarial Machine Learning attacks in Intrusion Detection Systems
摘要：📌论文分类Ⅱ：一种新型防御系统Apollon，使用多种分类器来识别入侵，并使用Multi-Armed Bandits (MAB)与Thompson采样来动态选择每个输入的最佳分类器或分类器集合1 https://github.com/antonioalfa22/apollon.​ 论文名称 Apo 阅读全文
posted @ 2024-04-09 09:27 阿洛萌萌哒 阅读(95) 评论(0) 推荐(0)
As a reader --> Deep PackGen： A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation
摘要：📌论文分类Ⅰ：框架Deep PackGen：采用深度强化学习来生成对抗性数据包，将原始恶意网络数据包作为输入并系统地对其进行扰动，Deep PackGen将其伪装成良性数据包，同时仍保持其功能 论文名称 Deep PackGen： A Deep Reinforcement Learning Fra 阅读全文
posted @ 2024-03-26 10:20 阿洛萌萌哒 阅读(161) 评论(0) 推荐(0)
As a reader --> On the Robustness of ML-Based Network Intrusion Detection Systems： An Adversarial and Distribution Shift Perspective
摘要：📌论文分类Ⅰ：[综述]深入研究了基于机器学习的NIDS对对抗性攻击和分布转移场景的鲁棒性方面问题 论文名称 On the Robustness of ML-Based Network Intrusion Detection Systems： An Adversarial and Distribut 阅读全文
posted @ 2024-03-26 10:18 阿洛萌萌哒 阅读(115) 评论(0) 推荐(0)
As a reader --> 23年安全顶会相关【随时更新】
该文被密码保护。
posted @ 2024-01-04 19:28 阿洛萌萌哒 阅读(11) 评论(0) 推荐(0)
As a reader --> 其他阅读【随时更新】
该文被密码保护。
posted @ 2024-01-04 19:22 阿洛萌萌哒 阅读(1) 评论(0) 推荐(0)
As a reader --> 投毒防御相关【随时更新】
该文被密码保护。
posted @ 2024-01-04 19:15 阿洛萌萌哒 阅读(2) 评论(0) 推荐(0)
As a reader --> 对抗防御相关【随时更新】
该文被密码保护。
posted @ 2024-01-04 19:15 阿洛萌萌哒 阅读(2) 评论(0) 推荐(0)
As a reader --> AI安全综述【随时更新】
该文被密码保护。
posted @ 2024-01-04 19:15 阿洛萌萌哒 阅读(3) 评论(0) 推荐(0)
As a reader --> 投毒攻击相关【随时更新】
该文被密码保护。
posted @ 2024-01-04 19:15 阿洛萌萌哒 阅读(3) 评论(0) 推荐(0)
As a reader --> 对抗攻击相关【随时更新】
该文被密码保护。
posted @ 2024-01-04 19:14 阿洛萌萌哒 阅读(3) 评论(0) 推荐(0)
As a reader --> NIDS相关【随时更新】
该文被密码保护。
posted @ 2024-01-04 19:14 阿洛萌萌哒 阅读(4) 评论(0) 推荐(0)
As a reader --> AI-Lancet: Locating Error-inducing Neurons to Optimize Neural Networks.
摘要：AI-Lancet: Locating Error-inducing Neurons to Optimize Neural Networks. AI-柳叶刀：定位诱发错误的神经元以优化神经网络 摘要：深度神经网络(DNN)由于其精度越来越高，在许多领域得到了广泛的应用。然而，DNN模型也可能由于内部 阅读全文
posted @ 2021-12-26 08:19 阿洛萌萌哒 阅读(594) 评论(0) 推荐(0)
As a reader --> Investigating Adversarial Attacks against Network Intrusion Detection Systems in SDNs
摘要：Investigating Adversarial Attacks against Network Intrusion Detection Systems in SDNs 引：ML-NIDS与软件定义网络(SDN)的结合展示出了有前景的检测结果，在SDN中，逻辑集中的控制平面提供了对跨网络数据的访问 阅读全文
posted @ 2021-09-14 21:31 阿洛萌萌哒 阅读(226) 评论(0) 推荐(0)

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