Training Files

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