Training Files
收藏资源简介：
This dataset consists of 14,000 labeled Win32 malware samples for training purposes, selected from a larger collection of 19,600 samples. Each file has been rigorously filtered using VirusTotal analysis and categorized into 28 distinct classes based on F-Secure’s virus detection names. The dataset provides a reliable foundation for training machine learning models in malware classification and supports advanced research in cybersecurity.File Name:Adware_ADWARE_Imali_GenAdware_ADWARE_InstallRex_GenAdware_ADWARE_InstMonster_Gen7Adware_ADWARE_MultiPlug_Gen7Adware_Mplug_LOEmail_Worm_W32_Mydoom_gen_AGen_Adware_BrowseFox_1Gen_Variant_Adware_GraftorGen_Variant_Adware_KazyGen_Variant_Adware_MplugGen_Variant_Adware_MultiPlugGen_Variant_Application_BundlerGen_Variant_Application_KazyNet_Worm_W32_Allaple_gen_BPotentialRisk_PUA_Multiplug_aoaPotentialRisk_PUA_Outbrowse_GenPotentialRisk_PUA_Somoto_Gen2Trojan_Agent_BDMJTrojan_TR_Agent_nmczfTrojan_TR_Crypt_xPACK_GenTrojan_TR_Dropper_GenTrojan_W32_Cryptolocker_CWin32_Parite_BWin32_Parite_CWin32_RamnitWin32_Sality_3Win32_Virlock_Gen_1Win32_Virtob_Gen_12
本数据集包含14000个带标注的Win32恶意软件样本，用于模型训练，其从包含19600个样本的更大规模样本集中筛选而出。所有样本均通过VirusTotal（VirusTotal）分析完成严格过滤，并依据F-Secure（F-Secure）的病毒检测名称被划分为28个独立类别。本数据集为恶意软件分类的机器学习模型训练提供可靠基础，同时可支撑网络安全领域的前沿研究。文件名：广告软件（Adware）_ADWARE_Imali_Gen、广告软件（Adware）_ADWARE_InstallRex_Gen、广告软件（Adware）_ADWARE_InstMonster_Gen7、广告软件（Adware）_ADWARE_MultiPlug_Gen7、广告软件（Adware）_Mplug_LO、邮件蠕虫（Email_Worm）_W32_Mydoom_gen_A、Gen广告软件（Gen_Adware）_BrowseFox_1Gen_Variant、广告软件（Adware）_GraftorGen_Variant、广告软件（Adware）_KazyGen_Variant、广告软件（Adware）_MplugGen_Variant、广告软件（Adware）_MultiPlugGen_Variant、应用捆绑程序（Application_Bundler）Gen_Variant、应用程序（Application）_KazyNet_Worm（蠕虫）_W32_Allaple_gen_B、潜在不需要的应用程序（Potentially Unwanted Application, PUA）_PUA_Multiplug_aoa、潜在不需要的应用程序（PUA）_PUA_Outbrowse_Gen、潜在不需要的应用程序（PUA）_PUA_Somoto_Gen2、特洛伊木马（Trojan）_Agent_BDMJ、特洛伊木马（Trojan）_TR_Agent_nmczf、特洛伊木马（Trojan）_TR_Crypt_xPACK_Gen、特洛伊木马（Trojan）_TR_Dropper_Gen、特洛伊木马（Trojan）_W32_Cryptolocker_C、Win32_Parite_B、Win32_Parite_C、Win32_Ramnit、Win32_Sality_3、Win32_Virlock_Gen_1、Win32_Virtob_Gen_12
