jobby32/ms-marco-cybersecurity-MiniLM-L6-v2
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question stringlengths 11 228 | positive stringlengths 17 3.28k | hard_negative stringlengths 17 6.79k | soft_negative stringlengths 17 6.79k |
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Describe attack software 'S0177: Power Loader' | S0177: Power Loader is an attack software that is used as a downloader in malware families such as Carberp, Redyms and Gapz. It is a modular code sold in the cybercrime market. | The attack techniques used by software 'S0177: Power Loader' are: 'T1055.011: Extra Window Memory Injection' | The hash function is a function that converts a specific numerical key or alphanumeric key into a small practical integer value. The mapped integer value is used as an index for hash tables. Simply put, a hash function maps any valid number or string to a small integer that can be used as an index into a hash table. Th... |
What groups used attack technique 'T1546.010: AppInit DLLs'? | The groups that used attack technique 'T1546.010: AppInit DLLs' are: 'G0087: APT39' | The groups that used attack technique 'T1574.002: DLL Side-Loading' are: 'G0019: Naikon', 'G0022: APT3', 'G0027: Threat Group-3390', 'G0032: Lazarus Group', 'G0040: Patchwork', 'G0045: menuPass', 'G0050: APT32', 'G0060: BRONZE BUTLER', 'G0069: MuddyWater', 'G0073: APT19', 'G0081: Tropic Trooper', 'G0093: GALLIUM', 'G00... | Consider implementing policies on internal web servers that enforce the use of HTTPS/network traffic encryption to prevent insecure connections. |
What groups used attack technique 'T1036.007: Double File Extension'? | The groups that used attack technique 'T1036.007: Double File Extension' are: 'G0129: Mustang Panda' | The software procedures that use attack technique 'T1036.007: Double File Extension' are: 'S0534: Bazar', 'S1015: Milan', 'S1111: DarkGate' | 1 tactic is used in attack technique 'T1016: System Network Configuration Discovery'. It is: Discovery |
What is the parent technique of attack technique 'T1021.007: Remote Services: Cloud Services'? | The parent technique of attack technique 'T1021.007: Remote Services: Cloud Services' is 'T1021: Remote Services' | The software procedures that use attack technique 'T1021: Remote Services' are: 'S0437: Kivars', 'S0603: Stuxnet', 'S1016: MacMa', 'S1063: Brute Ratel C4' | EKANS is a ransomware variant written in Golang. |
Describe attack software 'S0185: SEASHARPEE' | S0185: SEASHARPEE is an attack software that is a Web shell that has been used by OilRig. | The attack techniques used by software 'S0185: SEASHARPEE' are: 'T1059.003: Windows Command Shell', 'T1070.006: Timestomp', 'T1105: Ingress Tool Transfer', 'T1505.003: Web Shell' | I recommend conducting a comprehensive review of your data handling practices and ensuring that your company policies align with the Data Protection Act 2018. It may also be beneficial to appoint a data protection officer or consult with a legal expert to ensure ongoing compliance. |
What are the two types of execution used to detect attack technique 'T1016.002: System Network Configuration Discovery: Wi-Fi Discovery'? | The two types of execution used to detect attack technique 'T1016.002: System Network Configuration Discovery: Wi-Fi Discovery' are Command Execution and OS API Execution. | The two data components used to detect attack technique 'T1016.002: System Network Configuration Discovery: Wi-Fi Discovery' are Command Execution and OS API Execution. | 1 tactic is used in attack technique 'T1619: Cloud Storage Object Discovery'. It is: Discovery |
What are the specific data components used to detect attack technique 'T1027.009: Obfuscated Files or Information: Embedded Payloads'? | The specific data components used to detect attack technique 'T1027.009: Obfuscated Files or Information: Embedded Payloads' are File Creation and File Metadata, which provide detailed information about the files. | The specific data components used to detect the attack technique 'T1027.007: Obfuscated Files or Information: Dynamic API Resolution' are File Metadata, Module Load, and OS API Execution. | Proxysvc collects the OS version, country name, MAC address, computer name, physical memory statistics, and volume information for all drives on the system. |
What is the country of origin of the cyber group 'Suckfly'? | The cyber group 'Suckfly' originates from China. | The suspected origin of the cyber group 'Chimera' is China. | 1 tactic is used in attack technique 'T1480.001: Execution Guardrails: Environmental Keying'. It is: Defense Evasion |
What campaigns used attack technique 'T1574: Hijack Execution Flow'? | The campaigns that used attack technique 'T1574: Hijack Execution Flow' were: 'C0017: C0017' | The specific data components that can be used to detect the attack technique 'T1574: Hijack Execution Flow' are Command Execution, File Creation, File Modification, Module Load, Process Creation, Service Metadata, and Windows Registry Key Modification. | GoldFinder can be used to inform threat actors of potential points of discovery or logging of their actions, including C2 related to other malware. |
Describe attack technique 'T1021.002: Remote Services: SMB/Windows Admin Shares' | T1021.002: Remote Services: SMB/Windows Admin Shares is an attack technique that involves adversaries using Valid Accounts to interact with a remote network share using Server Message Block (SMB). This allows them to perform actions as the logged-on user, enabling them to move laterally throughout a network. | The software procedures that use attack technique 'T1021.002: SMB/Windows Admin Shares' are: 'S0019: Regin', 'S0029: PsExec', 'S0038: Duqu', 'S0039: Net', 'S0056: Net Crawler', 'S0089: BlackEnergy', 'S0140: Shamoon', 'S0154: Cobalt Strike', 'S0236: Kwampirs', 'S0350: zwShell', 'S0365: Olympic Destroyer', 'S0367: Emotet... | Group Metadata is used to detect the 'T1069: Permission Groups Discovery' attack technique by providing information about the groups and their associated permissions, which can help identify potential security threats. |
How can data component 'Service Metadata' be used to detect attack technique 'T1036.004: Masquerade Task or Service'? | Service Metadata can be used to detect attack technique 'T1036.004: Masquerade Task or Service' by monitoring for changes made to services for unexpected modifications to names, descriptions, and/or start types. | Service Creation can be used to detect attack technique 'T1036: Masquerading' by monitoring for newly constructed services/daemons that may attempt to manipulate features of their artifacts to make them appear legitimate or benign to users and/or security tools. | P.A.S. Webshell can delete scripts from a subdirectory of /tmp after they are run. |
What is the parent technique of attack technique 'T1553.005: Subvert Trust Controls: Mark-of-the-Web Bypass'? | The parent technique of attack technique 'T1553.005: Subvert Trust Controls: Mark-of-the-Web Bypass' is 'T1553: Subvert Trust Controls' | T1553.005: Subvert Trust Controls: Mark-of-the-Web Bypass is an attack technique that involves abusing container files such as compressed/archive (.arj,.gzip) and/or disk image (.iso,.vhd) file formats to deliver malicious payloads that may not be tagged with the Mark-of-the-Web. These files, when downloaded from the I... | QUIETCANARY has the ability to retrieve information from the Registry. |
How does attack software 'S0570: BitPaymer' use attack technique 'T1486: Data Encrypted for Impact'? | BitPaymer can import a hard-coded RSA 1024-bit public key, generate a 128-bit RC4 key for each file, and encrypt the file in place, appending '.locked' to the filename. | Shamoon has an operational mode for encrypting data instead of overwriting it. | Okrum uses the already opened channel with the C2 server for data exfiltration. |
How can data component 'Process Creation' be used to detect attack technique 'T1205: Traffic Signaling'? | To detect 'T1205: Traffic Signaling', data component 'Process Creation' can be used to identify running processes with raw sockets, ensuring that these processes have a legitimate need for an open raw socket and align with enterprise policy. | Monitor for executed processes, such as tracert or ping, that may check for Internet connectivity on compromised systems. | Network intrusion detection and prevention systems that use network signatures to identify traffic for specific protocols, such as TFTP, can be used to mitigate activity at the network level. |
How does attack software 'S0624: Ecipekac' use attack technique 'T1553.002: Code Signing'? | Ecipekac uses attack technique 'T1553.002: Code Signing' by employing a valid, legitimate digital signature to evade detection. | Janicab uses the 'T1553.002: Code Signing' technique by signing the code with a valid AppleDeveloperID, thereby allowing it to bypass security restrictions. | Consider filtering DNS requests to unknown, untrusted, or known bad domains and resources, as well as resolving DNS requests with on-premise/proxy servers to disrupt adversary attempts to conceal data within DNS packets. |
What is LiteDuke? | LiteDuke is a third-stage backdoor that was used by APT29 primarily in 2014-2015. | LiteDuke used the same dropper as PolyglotDuke. | Linfo is used by Elderwood, a malicious entity that employs the rootkit trojan to compromise and control hosts. |
What is the parent technique of attack technique 'T1566.001: Phishing: Spearphishing Attachment'? | The parent technique of attack technique 'T1566.001: Phishing: Spearphishing Attachment' is 'T1566: Phishing' | The parent technique of attack technique 'T1598.001: Phishing for Information: Spearphishing Service' is 'T1598: Phishing for Information' | Linfo creates a backdoor that enables remote attackers to list the contents of drives and search for files. |
How can data component 'Network Connection Creation' be used to detect attack technique 'T1018: Remote System Discovery'? | The data component 'Network Connection Creation' can be used to detect attack technique 'T1018: Remote System Discovery' by monitoring for newly constructed network connections associated with pings/scans that may attempt to get a listing of other systems by IP address, hostname, or other logical identifier on a networ... | The data component 'Process Creation' can be used to detect attack technique 'T1049: System Network Connections Discovery' by monitoring for executed processes that may attempt to query for information over the network, such as getting a listing of network connections to or from the compromised system. | Denis uses the IsDebuggerPresent, OutputDebugString, and SetLastError APIs to avoid debugging, and also employs GetProcAddress and LoadLibrary to dynamically resolve APIs. Additionally, Denis utilizes the Wow64SetThreadContext API as part of a process hollowing process. |
What is the primary method to detect the 'T1602.001: SNMP (MIB Dump)' attack technique? | The primary method to detect the 'T1602.001: SNMP (MIB Dump)' attack technique is to monitor and analyze traffic patterns and packet inspection associated with protocols that do not follow the expected protocol standards and traffic flow. | T1602.001: Data from Configuration Repository: SNMP (MIB Dump) is an attack technique that involves adversaries targeting the Management Information Base (MIB) to collect and/or mine valuable information in a network managed using Simple Network Management Protocol (SNMP). The MIB is a configuration repository that sto... | S1117: GLASSTOKEN is an attack software that is a custom web shell used by threat actors during Cutting Edge to execute commands on compromised Ivanti Secure Connect VPNs. |
How does attack software 'S0201: JPIN' use attack technique 'T1057: Process Discovery'? | JPIN can list running processes, utilizing the Process Discovery technique 'T1057' to gather information about the targeted system. | JPIN checks for the presence of certain security-related processes and deletes its installer/uninstaller component if it identifies any of them. | Aria-body has used HTTP in C2 communications. |
What software procedures use attack technique 'T1087: Account Discovery'? | The software procedures that use attack technique 'T1087: Account Discovery' are: 'S0445: ShimRatReporter', 'S0658: XCSSET', 'S1065: Woody RAT' | The sub-techniques of attack technique 'T1087: Account Discovery' are: 'T1087.001: Account Discovery: Local Account', 'T1087.002: Account Discovery: Domain Account', 'T1087.003: Account Discovery: Email Account', 'T1087.004: Account Discovery: Cloud Account' | The attack techniques used by software 'S1035: Small Sieve' are: 'T1016: System Network Configuration Discovery', 'T1027: Obfuscated Files or Information', 'T1033: System Owner/User Discovery', 'T1036.005: Match Legitimate Name or Location', 'T1059.003: Windows Command Shell', 'T1059.006: Python', 'T1071.001: Web Proto... |
How does attack software 'S0667: Chrommme' use attack technique 'T1082: System Information Discovery'? | Chrommme uses attack technique 'T1082: System Information Discovery' to list drives and obtain the computer name of a compromised host. | Chrommme can enumerate the IP address of a compromised host. | Data component 'Host Status' can be used to detect attack technique 'T1498.002: Reflection Amplification' by monitoring for logging, messaging, and other artifacts highlighting the health of host sensors, such as metrics, errors, and/or exceptions from logging applications. |
What is the recommended mitigation strategy to prevent the misuse of Mavinject? | The recommended mitigation strategy is to use application control configured to block the execution of mavinject.exe if it is not required for a given system or network. | Consider removing mavinject.exe if Microsoft App-V is not used within a given environment. | Bankshot encodes commands from the control server using a range of characters and gzip. |
What do you have on your home network? | An ideal answer may include components such as a Windows laptop, generic wireless router, personal smartphone, Linux workstations, an Active Directory Domain Controller, a dedicated firewall appliance, and even internet-connected smart devices like a smart toaster. The goal is not the quantity of equipment but the cand... | Devices such as routers and firewalls can be used to create boundaries between trusted and untrusted networks by restricting traffic types to enforce organizational policy. | The groups that used attack technique 'T1071: Application Layer Protocol' are: 'G0059: Magic Hound', 'G0106: Rocke', 'G0139: TeamTNT' |
What is the parent technique of attack technique 'T1586.001: Compromise Accounts: Social Media Accounts'? | The parent technique of attack technique 'T1586.001: Compromise Accounts: Social Media Accounts' is 'T1586: Compromise Accounts' | T1586.001: Compromise Accounts: Social Media Accounts is an attack technique that involves compromising existing social media accounts to use during targeting. Adversaries may gather credentials via phishing, purchase them from third-party sites, or brute force them. They may also conduct reconnaissance to inform decis... | The following 3 data components can be used to detect attack technique 'T1037.001: Boot or Logon Initialization Scripts: Logon Script (Windows)': Command Execution, Process Creation, Windows Registry Key Creation |
Describe attack software 'S1040: Rclone' | S1040: Rclone is an attack software that is a command line program for syncing files with cloud storage services such as Dropbox, Google Drive, Amazon S3, and MEGA. It has been used in a number of ransomware campaigns, including those associated with the Conti and DarkSide Ransomware-as-a-Service operations. | Rclone can compress files using gzip prior to exfiltration. | Volgmer stores an encoded configuration file in the registry key HKEY_LOCAL_MACHINE\SYSTEM\CurrentControlSet\Control\WMI\Security. |
What groups used attack technique 'T1074.001: Local Data Staging'? | The groups that used attack technique 'T1074.001: Local Data Staging' are: 'G0007: APT28', 'G0022: APT3', 'G0027: Threat Group-3390', 'G0032: Lazarus Group', 'G0035: Dragonfly', 'G0040: Patchwork', 'G0045: menuPass', 'G0053: FIN5', 'G0065: Leviathan', 'G0069: MuddyWater', 'G0087: APT39', 'G0093: GALLIUM', 'G0094: Kimsu... | The campaigns that used attack technique 'T1074.001: Local Data Staging' were: 'C0006: Operation Honeybee', 'C0014: Operation Wocao', 'C0015: C0015', 'C0017: C0017', 'C0032: C0032' | jRAT can capture microphone recordings. |
How can mitigation strategy 'M1042: Disable or Remove Feature or Program' be used to mitigate attack technique 'T1563: Remote Service Session Hijacking'? | The mitigation strategy 'M1042: Disable or Remove Feature or Program' can be used to mitigate attack technique 'T1563: Remote Service Session Hijacking' by disabling the remote service if it is unnecessary, such as disabling SSH or RDP. | The mitigation strategy 'M1042: Disable or Remove Feature or Program' can be used to mitigate attack technique 'T1563.002: RDP Hijacking' by disabling the RDP service if it is unnecessary. | The name 'ZLib' is derived from the legitimate compression library, but it should not be confused with the legitimate library. |
What are the specific data components that can be used to detect the attack technique 'T1574: Hijack Execution Flow'? | The specific data components that can be used to detect the attack technique 'T1574: Hijack Execution Flow' are Command Execution, File Creation, File Modification, Module Load, Process Creation, Service Metadata, and Windows Registry Key Modification. | The data components used to detect the attack technique 'T1574.006: Hijack Execution Flow: Dynamic Linker Hijacking' are Command Execution, File Creation, File Modification, Module Load, and Process Creation. | RTM tries to add a scheduled task to establish persistence. |
Which tactics are used in attack technique 'T1048.003: Exfiltration Over Alternative Protocol: Exfiltration Over Unencrypted Non-C2 Protocol'? Name them all | 1 tactic is used in attack technique 'T1048.003: Exfiltration Over Alternative Protocol: Exfiltration Over Unencrypted Non-C2 Protocol'. It is: Exfiltration | 1 tactic is used in attack technique 'T1048: Exfiltration Over Alternative Protocol'. It is: Exfiltration | The primary method to detect the 'AppDomainManager' attack technique is to monitor newly constructed processes for unusual activity, such as a process that does not use the network beginning to do so. |
How can data component 'Command Execution' be used to detect attack technique 'T1552.006: Group Policy Preferences'? | Command Execution data component can be used to detect attack technique T1552.006: Group Policy Preferences by monitoring executed commands and arguments that may search for SYSVOL data and/or GPP XML files, especially on compromised domain controllers. | Command Execution can be used to detect attack technique 'T1137.006: Add-ins' by monitoring executed commands and arguments that may abuse Microsoft Office add-ins to obtain persistence on a compromised system. | Mythic supports DNS-based C2 profiles. |
Describe attack software 'S0132: H1N1' | S0132: H1N1 is an attack software that has been distributed via a campaign using VBA macros to infect victims. It initially had only loader capabilities, but has evolved to include information-stealing functionality. | The attack software 'S0132: H1N1' uses attack technique 'T1490: Inhibit System Recovery' by disabling recovery options and deleting shadow copies from the victim. | The data components used to detect the attack technique 'T1137.001: Office Application Startup: Office Template Macros' are Command Execution, File Creation, File Modification, Process Creation, Windows Registry Key Creation, and Windows Registry Key Modification. |
How can data component 'File Creation' be used to detect attack technique 'T1491.001: Internal Defacement'? | Data component 'File Creation' can be used to detect attack technique 'T1491.001: Internal Defacement' by monitoring for newly constructed files that may deface systems internal to an organization in an attempt to intimidate or mislead users. | The data component 'File Modification' can be used to detect attack technique 'T1491.001: Internal Defacement' by monitoring internal and websites for unplanned content changes. | 1 tactic is used in attack technique 'T1568.003: Dynamic Resolution: DNS Calculation'. It is: Command and Control |
How does attack software 'S0660: Clambling' use attack technique 'T1059.003: Windows Command Shell'? | Clambling can use cmd.exe for command execution. | BlackMould can run cmd.exe with parameters. | KEYPLUG can use a hardcoded one-byte XOR encoded configuration file. |
What are cloud-native secret management solutions? | Cloud-native secret management solutions are cloud-native secret management solutions such as AWS Secrets Manager, GCP Secret Manager, Azure Key Vault, and Terraform Vault. | Cloud-based key management is a solution that securely manages encryption keys in cloud environments to prevent unauthorized access to encrypted data. | The attack groups that used software 'S0648: JSS Loader' were: 'G0046: FIN7' |
How to avoid ARP poisoning? | Following are the five ways of avoiding ARP Poisoning attacks: -Static ARP Tables: If you can verify the correct mapping of MAC addresses to IP addresses, half the problem is solved. This is doable but very costly to administer. ARP tables to record all associations and each network change are manually updated in these... | Network intrusion detection and prevention systems can be used to prevent ARP Cache Poisoning. | Remote access tools with built-in features may interact directly with the Windows API to gather information about the operating system and hardware. |
How does attack software 'S0274: Calisto' use attack technique 'T1016: System Network Configuration Discovery'? | Calisto runs the ifconfig command to obtain the IP address from the victim's machine. | STARWHALE uses attack technique T1016: System Network Configuration Discovery to collect the IP address of an infected host. | 1 tactic is used in attack technique 'T1217: Browser Information Discovery'. It is: Discovery |
How do adversaries acquire user credentials from password managers? | Adversaries may acquire user credentials from password managers by extracting the master password and/or plain-text credentials from memory. They may also try brute forcing via [Password Guessing](https://attack.mitre.org/techniques/T1110/001) to obtain the master password of a password manager. | Adversaries may extract credentials from memory via [Exploitation for Credential Access](https://attack.mitre.org/techniques/T1212). | HDoor is malware that has been customized and used by the Naikon group. |
How does attack software 'S1066: DarkTortilla' use attack technique 'T1497.003: Time Based Evasion'? | DarkTortilla uses the 'kernel32.dll' Sleep function to delay execution for up to 300 seconds before implementing persistence or processing an addon package. | Crimson uses attack technique 'T1497.003: Time Based Evasion' by determining when it has been installed on a host for at least 15 days before downloading the final payload. | The Google Workspace Directory allows users to get a listing of other users within the organization. |
How does attack software 'S1018: Saint Bot' use attack technique 'T1055.001: Dynamic-link Library Injection'? | Saint Bot has injected its DLL component into 'EhStorAurhn.exe'. | DarkTortilla uses a.NET-based DLL named RunPe6 for process injection. | TrickBot collects email addresses from Outlook. |
How can data component 'Network Traffic Content' be used to detect attack technique 'T1048.002: Exfiltration Over Asymmetric Encrypted Non-C2 Protocol'? | Monitor and analyze traffic patterns and packet inspection associated to protocol(s) that do not follow the expected protocol standards and traffic flows, and consider correlation with process monitoring and command line to detect anomalous processes execution and command line arguments associated to traffic patterns. | Monitor and analyze traffic patterns and packet inspection associated to protocol(s) that do not follow the expected protocol standards and traffic flows, such as extraneous packets that do not belong to established flows, gratuitous or anomalous traffic patterns, anomalous syntax, or structure. | The following 3 mitigation strategies mitigate attack technique 'T1048.001: Exfiltration Over Alternative Protocol: Exfiltration Over Symmetric Encrypted Non-C2 Protocol': M1037: Filter Network Traffic, M1031: Network Intrusion Prevention, M1030: Network Segmentation |
How does attack software 'S0495: RDAT' use attack technique 'T1001.002: Steganography'? | RDAT can process steganographic images attached to email messages to send and receive C2 commands, and it can also embed additional messages within BMP images to communicate with the RDAT operator. | RDAT uses AES ciphertext to encode its C2 communications. | Small Sieve can obtain the IP address of a victim host by leveraging the T1016 technique, which enables it to discover system network configuration. |
What are the specific actions that can be used to detect the attack technique 'T1546.004: Event Triggered Execution: Unix Shell Configuration Modification'? | The specific actions that can be used to detect the attack technique 'T1546.004: Event Triggered Execution: Unix Shell Configuration Modification' include Command Execution, File Creation, File Modification, and Process Creation. | T1546.004: Event Triggered Execution: Unix Shell Configuration Modification is an attack technique that involves inserting malicious commands into scripts automatically executed by shells. Adversaries may add commands that launch malicious binaries into files such as /etc/profile, /etc/profile.d, ~/.bash_profile, ~/.ba... | Monitor application logs for abnormal behavior that may indicate suspicious installation of application software components, which can help detect the abuse of Microsoft transport agents to establish persistent access to systems. |
How does attack software 'S0488: CrackMapExec' use attack technique 'T1082: System Information Discovery'? | CrackMapExec can enumerate the system drives and associated system name. | CrackMapExec can discover active sessions for a targeted system. | Metamorfo has used native WINAPI calls to execute its malicious activities. |
How many mitigation strategies can be used against attack technique 'T1098.002: Account Manipulation: Additional Email Delegate Permissions'? Name them all. | The following 3 mitigation strategies mitigate attack technique 'T1098.002: Account Manipulation: Additional Email Delegate Permissions': M1042: Disable or Remove Feature or Program, M1032: Multi-factor Authentication, M1026: Privileged Account Management | 2 tactics are used in attack technique 'T1098.002: Account Manipulation: Additional Email Delegate Permissions'. They are: Persistence, Privilege Escalation | T1547.002: Boot or Logon Autostart Execution: Authentication Package is an attack technique that allows adversaries to execute DLLs when the system boots by abusing Windows authentication package DLLs loaded by the Local Security Authority (LSA) process at system start. These DLLs provide support for multiple logon pro... |
What is SharpDisco? | SharpDisco is a dropper developed in C# that has been used by MoustachedBouncer since at least 2020 to load malicious plugins. | SharpStage is a.NET malware with backdoor capabilities. | Systemd timers are used to perform task scheduling for initial or recurring execution of malicious code, allowing adversaries to execute malicious code at system startup or on a scheduled basis for persistence. |
What attack techniques are used by software 'S0610: SideTwist'? | The attack techniques used by software 'S0610: SideTwist' are: 'T1001: Data Obfuscation', 'T1005: Data from Local System', 'T1008: Fallback Channels', 'T1016: System Network Configuration Discovery', 'T1033: System Owner/User Discovery', 'T1041: Exfiltration Over C2 Channel', 'T1059.003: Windows Command Shell', 'T1071.... | SideTwist can collect the computer name of a targeted system. | I recommend using parental controls on gaming consoles and monitoring your child's gameplay. It's also beneficial to educate your child about online safety and the potential risks of interacting with strangers online. Consider visiting resources like 'Gaming: What parents and carers need to know' and 'Online gaming saf... |
What is the parent technique of attack technique 'T1590.003: Gather Victim Network Information: Network Trust Dependencies'? | The parent technique of attack technique 'T1590.003: Gather Victim Network Information: Network Trust Dependencies' is 'T1590: Gather Victim Network Information' | T1590.003: Gather Victim Network Information: Network Trust Dependencies is an attack technique that involves gathering information about the victim's network trust dependencies that can be used during targeting. This information may include second or third-party organizations or domains that have connected and potenti... | The parent technique of attack technique 'T1499.001: Endpoint Denial of Service: OS Exhaustion Flood' is 'T1499: Endpoint Denial of Service' |
Describe attack software 'S0014: BS2005' | S0014: BS2005 is an attack software that was used by Ke3chang in spearphishing campaigns since at least 2011. | S0200: Dipsind is an attack software that is a malware family of backdoors that appear to be used exclusively by PLATINUM. It is a type of malware that allows unauthorized access to a computer system. | AsyncRAT uses attack technique 'T1082: System Information Discovery' to check the disk size by obtaining values from 'DeviceInfo'. |
What is the predictable network path for Group Policy objects (GPOs) files? | Group policy objects (GPOs) are containers for group policy settings made up of files stored within a predictable network path `<DOMAIN>\SYSVOL\<DOMAIN>\Policies\`. | Group Policy Preferences are tools that allow administrators to create domain policies with embedded credentials, which enable them to set local accounts. | Mosquito can launch PowerShell scripts, allowing it to execute malicious code and potentially compromise the targeted system. |
How does attack software 'S0351: Cannon' use attack technique 'T1041: Exfiltration Over C2 Channel'? | Cannon exfiltrates collected data over email via SMTP/S and POP3/S C2 channels. | SDBbot sends collected data from a compromised host to its C2 servers. | The attack techniques used by software 'S0036: FLASHFLOOD' are: 'T1005: Data from Local System', 'T1025: Data from Removable Media', 'T1074.001: Local Data Staging', 'T1083: File and Directory Discovery', 'T1547.001: Registry Run Keys / Startup Folder', 'T1560.003: Archive via Custom Method' |
How does attack software 'S1020: Kevin' use attack technique 'T1572: Protocol Tunneling'? | Kevin can use a custom protocol tunneled through DNS or HTTP. | FunnyDream uses attack technique T1572: Protocol Tunneling by connecting to HTTP proxies via TCP to create a tunnel to a C2 server. | The two analytics provided for detecting the 'T1003.001: LSASS Memory' attack technique are Procdump and MiniDump via rundll32. These analytics monitor for specific event codes and image names to identify potential credential dumping activities. |
What is the purpose of adding additional roles or permissions to an adversary-controlled cloud account? | The purpose of adding additional roles or permissions to an adversary-controlled cloud account is to maintain persistent access to a tenant, allowing the adversary to gain almost unlimited access to data and settings. | An adversary may create accounts that only have access to specific cloud services to reduce the chance of detection, as these accounts may be less likely to be noticed by security controls. | The attack techniques used by software 'S0353: NOKKI' are: 'T1016: System Network Configuration Discovery', 'T1027: Obfuscated Files or Information', 'T1033: System Owner/User Discovery', 'T1036.005: Match Legitimate Name or Location', 'T1056.004: Credential API Hooking', 'T1070.004: File Deletion', 'T1071.001: Web Pro... |
How does attack software 'S0091: Epic' use attack technique 'T1560.002: Archive via Library'? | Epic compresses the collected data with bzip2 before sending it to the C2 server. | FunnyDream uses zLib to compress the collected files. | The recommended approach is to use remote desktop gateways. This approach helps to limit access to a resource over a network by providing a secure and controlled entry point for remote desktop connections. |
How does attack software 'S0084: Mis-Type' use attack technique 'T1055: Process Injection'? | Mis-Type has been injected directly into a running process, including explorer.exe. | Lizar can migrate the loader into another process, utilizing the process injection technique T1055. | Application developers can use the mitigation strategy by validating authentication requests through measures such as enabling one-time passwords, providing timestamps or sequence numbers for messages sent, using digital signatures, and/or using random session keys. |
How can data component 'OS API Execution' be used to detect attack technique 'T1548: Abuse Elevation Control Mechanism'? | OS API Execution can be used to detect attack technique 'T1548: Abuse Elevation Control Mechanism' by monitoring process API calls for behavior that may be indicative of Process Injection, and also by monitoring OS API callbacks for the execution, which requires specialized security tooling. | Monitoring OS API callbacks for the execution can be used to detect Elevated Execution with Prompt, but it requires specialized security tooling. | Cobalt Strike uses the native Windows Network Enumeration APIs to interrogate and discover targets in a Windows Active Directory network. |
How does attack software 'S0412: ZxShell' use attack technique 'T1499: Endpoint Denial of Service'? | ZxShell has a feature to perform a SYN flood attack on a host, which is an example of using attack technique 'T1499: Endpoint Denial of Service'. | ZxShell can launch port scans, which is a method of using the Network Service Discovery technique to identify active services on a target network. | Dumping credentials from the operating system and software can reveal account login and credential material, typically in the form of a hash or a clear text password, which can provide an attacker with valuable information about the system's owner and user accounts. |
What are some command shell utilities that can be used for File and Directory Discovery? | Examples of command shell utilities that can be used for File and Directory Discovery include dir, tree, ls, find, and locate. | The specific techniques used to execute commands in the context of 'T1083: File and Directory Discovery' are Command Execution and OS API Execution. | The recommended approach is to ensure only accounts required to configure and manage backups have the necessary privileges. This is achieved by monitoring these accounts for any unauthorized backup activity. |
How does attack software 'S0044: JHUHUGIT' use attack technique 'T1105: Ingress Tool Transfer'? | JHUHUGIT can retrieve an additional payload from its C2 server, and it has a command to download files to the victim's machine. | Hikit has the ability to download files to a compromised host, which is a characteristic of the Ingress Tool Transfer technique. | Pupy can use Lazagne for harvesting credentials. |
What is the purpose of modifying or adding LSASS drivers? | Adversaries may modify or add LSASS drivers to obtain persistence on compromised systems. | Pasam establishes a foothold by infecting the Security Accounts Manager (SAM) DLL to load a malicious DLL dropped to disk. | Emotet has used the Admin$, C$, and IPC$ shares for lateral movement. |
What is the recommended approach to mitigating the 'Employee Names' attack technique? | The recommended approach to mitigating the 'Employee Names' attack technique is to focus on minimizing the amount and sensitivity of data available to external parties. This can be achieved by implementing measures to reduce the amount of data shared with external parties and by ensuring that sensitive data is properly... | The primary challenge in mitigating the 'Employee Names' attack technique is that it is based on behaviors performed outside of the scope of enterprise defenses and controls. This means that traditional preventive controls may not be effective in preventing the attack. | Some Daserf samples were signed with a stolen digital certificate, which is an example of the attack technique 'T1553.002: Code Signing'. |
What mitigation strategies mitigate the attack technique 'T1134: Access Token Manipulation'? | The mitigation strategies that mitigate the attack technique 'T1134: Access Token Manipulation' are M1026: Privileged Account Management and M1018: User Account Management. | The mitigation strategies that address the attack technique 'T1134.002: Access Token Manipulation: Create Process with Token' are M1026: Privileged Account Management and M1018: User Account Management, which are designed to prevent unauthorized access to sensitive information. | The campaigns that used attack technique 'T1059.001: PowerShell' were: 'C0001: Frankenstein', 'C0014: Operation Wocao', 'C0018: C0018', 'C0021: C0021', 'C0022: Operation Dream Job', 'C0024: SolarWinds Compromise', 'C0025: 2016 Ukraine Electric Power Attack', 'C0030: Triton Safety Instrumented System Attack', 'C0032: C0... |
Which tactics are used in attack technique 'T1546.001: Event Triggered Execution: Change Default File Association'? Name them all | 2 tactics are used in attack technique 'T1546.001: Event Triggered Execution: Change Default File Association'. They are: Persistence, Privilege Escalation | The parent technique of attack technique 'T1546.001: Event Triggered Execution: Change Default File Association' is 'T1546: Event Triggered Execution' | Dtrack can collect network and active connection information. |
How can data component 'Command Execution' be used to detect attack technique 'T1614.001: System Language Discovery'? | Monitor executed commands and arguments that may attempt to gather information about the system language of a victim in order to infer the geographical location of that host. | The 'Command Execution' data component can be used to detect the 'T1518: Software Discovery' attack technique by monitoring executed commands and arguments that may attempt to get a listing of software and software versions installed on a system or in a cloud environment. | CoinTicker creates user launch agents named.espl.plist and com.apple.random string.plist to establish persistence. |
How can mitigation strategy 'M1035: Limit Access to Resource Over Network' be used to mitigate attack technique 'T1021: Remote Services'? | The mitigation strategy 'M1035: Limit Access to Resource Over Network' can be used to mitigate attack technique 'T1021: Remote Services' by preventing access to file shares, remote access to systems, and unnecessary services. | The mitigation strategies that can be used to mitigate the attack technique 'T1021: Remote Services' are M1047: Audit, M1042: Disable or Remove Feature or Program, M1035: Limit Access to Resource Over Network, M1032: Multi-factor Authentication, M1027: Password Policies, and M1018: User Account Management. | The specific data component used to detect the attack technique 'T1059.009: Command and Scripting Interpreter: Cloud API' is Command Execution. |
Describe attack technique 'T1482: Domain Trust Discovery' | T1482: Domain Trust Discovery is an attack technique that adversaries may use to gather information on domain trust relationships that may be used to identify lateral movement opportunities in Windows multi-domain/forest environments. Domain trusts provide a mechanism for a domain to allow access to resources based on ... | 1 tactic is used in attack technique 'T1482: Domain Trust Discovery'. It is: Discovery | Avaddon has collected information about running processes. |
How does attack software 'S0335: Carbon' use attack technique 'T1071.001: Web Protocols'? | Carbon can use HTTP in C2 communications. | Carbon can use Pastebin to receive C2 commands, which is an example of how it employs the Web Service attack technique T1102. | Network intrusion prevention systems and systems designed to scan and remove malicious downloads can be used to block malicious links. |
What attack techniques are used by software 'S0331: Agent Tesla'? | The attack techniques used by software 'S0331: Agent Tesla' are: 'T1016.002: Wi-Fi Discovery', 'T1016: System Network Configuration Discovery', 'T1027: Obfuscated Files or Information', 'T1033: System Owner/User Discovery', 'T1047: Windows Management Instrumentation', 'T1048.003: Exfiltration Over Unencrypted Non-C2 Pr... | Agent Tesla can collect the system's computer name and also has the capability to collect information on the processor, memory, OS, and video card from the system. | The following 4 data components can be used to detect attack technique 'T1070.001: Indicator Removal: Clear Windows Event Logs': Command Execution, File Deletion, OS API Execution, Process Creation |
How does attack software 'S0012: PoisonIvy' use attack technique 'T1105: Ingress Tool Transfer'? | PoisonIvy creates a backdoor through which remote attackers can upload files. | BlackMould has the ability to download files to the victim's machine. | Microsoft's Enhanced Mitigation Experience Toolkit (EMET) Attack Surface Reduction (ASR) feature can be used to block methods of using trusted binaries to bypass application control, which is a mitigation strategy of 'M1050: Exploit Protection'. |
How does attack software 'S0166: RemoteCMD' use attack technique 'T1053.005: Scheduled Task'? | RemoteCMD executes commands remotely by creating a new scheduled task on the remote system. | RTM tries to add a scheduled task to establish persistence. | Command Execution can be used to detect attack technique 'T1546.010: AppInit DLLs' by monitoring executed commands and arguments that may establish persistence and/or elevate privileges by executing malicious content triggered by AppInit DLLs loaded into processes. |
How can data component 'Logon Session Metadata' be used to detect attack technique 'T1133: External Remote Services'? | Collect authentication logs and analyze them for unusual access patterns, windows of activity, and access outside of normal business hours to detect adversary use of Valid Accounts for authenticating to remote services. | Monitor for user accounts logged into systems they would not normally access or access patterns to multiple systems over a relatively short period of time. | RunningRAT appeared in operations surrounding the 2018 Pyeongchang Winter Olympics. |
What is an indicator of the 'Break Process Trees' attack technique? | An indicator of the 'Break Process Trees' attack technique is the abnormal creation of background processes, as well as processes executing from abnormal locations, such as /dev/shm. | The two data components used to detect the attack technique 'T1036.009: Masquerading: Break Process Trees' are OS API Execution and Process Creation. | The software procedures that use attack technique 'T1218.001: Compiled HTML File' are: 'S0373: Astaroth' |
What are the different types of analytics used to detect the 'T1218.010: Regsvr32' attack technique? | The different types of analytics used to detect the 'T1218.010: Regsvr32' attack technique are Analytic 1, Analytic 2, Analytic 3, and Analytic 4, which are designed to detect generic regsvr32 usage, Squiblydoo, new items since last month, and spawning child processes, respectively. | The specific data components used to detect the attack technique 'T1218.010: System Binary Proxy Execution: Regsvr32' are Command Execution, Module Load, Network Connection Creation, and Process Creation. | UPPERCUT has used HTTP for C2, including sending error codes in Cookie headers. |
What attack techniques are used by software 'S0371: POWERTON'? | The attack techniques used by software 'S0371: POWERTON' are: 'T1003.002: Security Account Manager', 'T1059.001: PowerShell', 'T1071.001: Web Protocols', 'T1546.003: Windows Management Instrumentation Event Subscription', 'T1547.001: Registry Run Keys / Startup Folder', 'T1573.001: Symmetric Cryptography' | The attack techniques used by software 'S0139: PowerDuke' are: 'T1010: Application Window Discovery', 'T1016: System Network Configuration Discovery', 'T1027.003: Steganography', 'T1033: System Owner/User Discovery', 'T1057: Process Discovery', 'T1059.003: Windows Command Shell', 'T1070.004: File Deletion', 'T1082: Sys... | The campaigns that used software 'S0174: Responder' were: 'C0022: Operation Dream Job' |
How can mitigation strategy 'M1042: Disable or Remove Feature or Program' be used to mitigate attack technique 'T1210: Exploitation of Remote Services'? | Mitigation strategy 'M1042: Disable or Remove Feature or Program' can be used to mitigate attack technique 'T1210: Exploitation of Remote Services' by minimizing available services to only those that are necessary. | Consider disabling unnecessary remote connection functionality, including both unapproved software installations and specific features built into supported applications. | To mitigate attack technique 'T1098.002: Additional Email Delegate Permissions', mitigation strategy 'M1042: Disable or Remove Feature or Program' can be used by disabling email delegation if it is not required, which can be accomplished through the Google Admin console in Google Workspace. |
How does attack software 'S1060: Mafalda' use attack technique 'T1059.003: Windows Command Shell'? | Mafalda executes shell commands using the Windows command shell, specifically by utilizing the `cmd.exe` command. | FunnyDream can use cmd.exe for execution on remote hosts. | Enforcing authentication and role-based access control on the container API is a recommended security measure to restrict users to the least privileges required. |
How does attack software 'S0373: Astaroth' use attack technique 'T1564.004: NTFS File Attributes'? | Astaroth can abuse alternate data streams (ADS) to store content for malicious payloads. | BitPaymer has copied itself to the ':bin' alternate data stream of a newly created file. | Snip3 uses RunPE to execute malicious payloads within a hollowed Windows process. |
How can data component 'Process Creation' be used to detect attack technique 'T1059.006: Python'? | Monitor systems for abnormal Python usage and python.exe behavior, which could be an indicator of malicious activity. Monitor newly executed processes that may abuse Python commands and scripts for execution. | Monitor for newly executed processes that may abuse Unix shell commands and scripts for execution. | WannaCry contains worm-like features to spread itself across a computer network using the SMBv1 exploit EternalBlue. |
How does attack software 'S0514: WellMess' use attack technique 'T1105: Ingress Tool Transfer'? | WellMess can write files to a compromised host, utilizing the Ingress Tool Transfer technique, T1105, to transfer tools to the compromised host. | Mis-Type uses attack technique 'T1105: Ingress Tool Transfer' by downloading additional malware and files onto a compromised host. | The campaigns that used attack technique 'T1621: Multi-Factor Authentication Request Generation' were: 'C0027: C0027' |
How does attack software 'S0269: QUADAGENT' use attack technique 'T1112: Modify Registry'? | QUADAGENT modifies an HKCU Registry key to store a session identifier unique to the compromised system as well as a pre-shared key used for encrypting and decrypting C2 communications. | Ferocious adds a Class ID in the current user Registry hive to enable persistence mechanisms. | Creating accounts in cloud environments can reduce the chance of detection by allowing adversaries to create accounts that only have access to specific services. |
What may give adversaries an added level of protection when using Web services? | Web service providers commonly use SSL/TLS encryption, giving adversaries an added level of protection when using Web services. | Command and Control (Web Service) is an example of a web service that can be abused during later stages of the adversary lifecycle. | TrickBot can disable Windows Defender, a security tool, as part of its attack technique. |
What are some common subcommands used by adversaries to execute Launch Agents or Launch Daemons? | Common subcommands include launchctl load, launchctl unload, and launchctl start. | 2 tactics are used in attack technique 'T1543.001: Create or Modify System Process: Launch Agent'. They are: Persistence, Privilege Escalation | Valak can collect sensitive mailing information from Exchange servers, including credentials and the domain certificate of an enterprise. |
How does attack software 'S0438: Attor' use attack technique 'T1055.004: Asynchronous Procedure Call'? | Attor performs the injection by attaching its code into the APC queue using the NtQueueApcThread API. | Sardonic can execute shellcode on a compromised machine by using the 'QueueUserAPC' API. | TajMahal has the ability to steal data from the clipboard of an infected host. |
What groups used attack technique 'T1567: Exfiltration Over Web Service'? | The groups that used attack technique 'T1567: Exfiltration Over Web Service' are: 'G0007: APT28', 'G0059: Magic Hound' | The groups that used attack technique 'T1583.006: Web Services' are: 'G0007: APT28', 'G0010: Turla', 'G0016: APT29', 'G0025: APT17', 'G0032: Lazarus Group', 'G0046: FIN7', 'G0050: APT32', 'G0059: Magic Hound', 'G0069: MuddyWater', 'G0094: Kimsuky', 'G0125: HAFNIUM', 'G0128: ZIRCONIUM', 'G0136: IndigoZebra', 'G0140: Laz... | CozyCar's main method of communicating with its C2 servers is using HTTP or HTTPS. |
How does attack software 'S0568: EVILNUM' use attack technique 'T1047: Windows Management Instrumentation'? | EVILNUM has used the Windows Management Instrumentation (WMI) tool to enumerate infected machines. | EvilBunny has used WMI to gather information about the system. | The mitigation strategy 'M1035: Limit Access to Resource Over Network' can be used to mitigate attack technique 'T1542.005: TFTP Boot' by restricting the use of protocols without encryption or authentication mechanisms, such as TFTP, and limiting access to administrative and management interfaces from untrusted network... |
Describe attack software 'S0468: Skidmap' | S0468: Skidmap is an attack software that is a kernel-mode rootkit used for cryptocurrency mining. | Skidmap uses attack technique 'T1496: Resource Hijacking' to hijack system resources for cryptocurrency mining. | S0384: Dridex is an attack software that is a prolific banking Trojan that first appeared in 2014. It was created from the source code of the Bugat banking Trojan, also known as Cridex. By December 2019, the US Treasury estimated that Dridex had infected computers in hundreds of banks and financial institutions in over... |
What is a recommended mitigation strategy to prevent exfiltration over other network medium? | A recommended mitigation strategy to prevent exfiltration over other network medium is to prevent the creation of new network adapters where possible. This can be achieved by configuring the operating system to restrict the creation of new network adapters. | A recommended mitigation strategy to prevent exfiltration over alternative protocol is to use access control lists on cloud storage systems and objects. | The mitigation strategy 'M1056: Pre-compromise' mitigates the attack technique 'T1583.008: Acquire Infrastructure: Malvertising'. |
How can data component 'File Access' be used to detect attack technique 'T1087: Account Discovery'? | Monitor access to file resources that contain local accounts and groups information, such as /etc/passwd, /Users directories, and the SAM database, as these resources are typically restricted and require high privileges to access. | File Access can be used to detect attack technique 'T1018: Remote System Discovery' by monitoring for access attempts of local files that store host data, such as /etc/hosts or C:\\Windows\\System32\\Drivers\\etc\\hosts, which may be used for Lateral Movement from the current system. | The two data components used to detect the attack technique 'T1609: Container Administration Command' are Command Execution and Process Creation. |
How does attack software 'S0106: cmd' use attack technique 'T1070.004: File Deletion'? | Attack software 'S0106: cmd' uses attack technique 'T1070.004: File Deletion' by deleting files from the file system. | Denis has a command to delete files from the victim's machine. | File Creation can be used to detect the 'T1003.002: Security Account Manager' attack technique by monitoring newly constructed files being written with default names that have extracted credentials from the Security Account Manager. |
What is the NIST Cybersecurity Framework? | The NIST Cybersecurity Framework is a voluntary framework that provides guidelines and best practices for managing and reducing cybersecurity risk. | Cybersecurity is the practice of protecting systems, networks, and programs from cyber threats such as hacking, data breaches, and malware. It involves implementing security measures to defend against unauthorized access, data theft, and potential damage to digital infrastructure. | Information about client configurations that can be gathered includes operating system and version, virtualization, architecture, language, and time zone. |
Which tactics are used in attack technique 'T1608: Stage Capabilities'? Name them all | 1 tactic is used in attack technique 'T1608: Stage Capabilities'. It is: Resource Development | 1 tactic is used in attack technique 'T1608.004: Stage Capabilities: Drive-by Target'. It is: Resource Development | Cuba has a packed payload when delivered. |
How does attack software 'S0678: Torisma' use attack technique 'T1016: System Network Configuration Discovery'? | Torisma uses the T1016 technique by collecting the local MAC address using the 'GetAdaptersInfo' function, as well as the system's IP address. | Mis-Type may create a file containing the results of the command 'cmd.exe /c ipconfig /all'. | T1213.002: Data from Information Repositories: Sharepoint is an attack technique that allows adversaries to mine valuable information from a SharePoint repository, which often contains useful information about the internal network and systems. This information may include policies, procedures, and standards, physical a... |
What is the primary method to detect the 'T1574.008: Path Interception by Search Order Hijacking' attack technique? | The primary method to detect the 'T1574.008: Path Interception by Search Order Hijacking' attack technique is to monitor for newly executed processes for process executable paths that are named for partial directories. | The parent technique of attack technique 'T1574.008: Hijack Execution Flow: Path Interception by Search Order Hijacking' is 'T1574: Hijack Execution Flow' | Monitor for user accounts logged into systems that may use Valid Accounts to log into remote machines using Secure Shell (SSH). For example, on Linux systems, SSH logon activity can be found in the logs located in /var/log/auth.log or /var/log/secure depending on the distro you are using. |
How does attack software 'S0458: Ramsay' use attack technique 'T1039: Data from Network Shared Drive'? | Ramsay can collect data from network drives and stage it for exfiltration. | CosmicDuke steals user files from network shared drives with file extensions and keywords that match a predefined list. | Denis uses attack technique 'T1027.010: Command Obfuscation' by encoding its PowerShell commands in Base64. |
What is a mitigation strategy that can help prevent a Network Denial of Service attack? | One mitigation strategy that can help prevent a Network Denial of Service attack is filtering network traffic. This can be achieved by implementing a filter that blocks malicious traffic and only allows authorized traffic to pass through. | The hosting Internet Service Provider (ISP) or a 3rd party such as a Content Delivery Network (CDN) or providers specializing in DoS mitigations can provide defenses against network denial of service attacks. | RunningRAT appeared in operations along with Gold Dragon and Brave Prince. |
Describe attack software 'S0284: More_eggs' | S0284: More_eggs is an attack software that is a JScript backdoor used by Cobalt Group and FIN6. It is named after the variable 'More_eggs' present in its code. There are at least two different versions of the backdoor being used, version 2.0 and version 4.4. | The attack techniques used by software 'S0284: More_eggs' are: 'T1016.001: Internet Connection Discovery', 'T1016: System Network Configuration Discovery', 'T1027.013: Encrypted/Encoded File', 'T1033: System Owner/User Discovery', 'T1059.003: Windows Command Shell', 'T1070.004: File Deletion', 'T1071.001: Web Protocols... | The attack techniques used by software 'S0067: pngdowner' are: 'T1070.004: File Deletion', 'T1071.001: Web Protocols', 'T1552.001: Credentials In Files' |
What mitigation strategies mitigate the attack technique 'T1053.003: Scheduled Task/Job: Cron'? | The mitigation strategies that mitigate the attack technique 'T1053.003: Scheduled Task/Job: Cron' are M1047: Audit and M1018: User Account Management. | The mitigation strategies that mitigate the attack technique 'T1053.006: Scheduled Task/Job: Systemd Timers' are M1026: Privileged Account Management, M1022: Restrict File and Directory Permissions, and M1018: User Account Management. | Some Windows event logs that may indicate an adversary's attempt to remove access to an account include Event ID 4723, Event ID 4724, and Event ID 4725, which correspond to attempts to change, reset, or disable a user account's password or status. |
What is the primary challenge in mitigating the attack technique 'T1596.004: CDNs'? | The primary challenge in mitigating the attack technique 'T1596.004: CDNs' is that it is based on behaviors performed outside of the scope of enterprise defenses and controls, making it difficult to prevent with traditional controls. | The recommended approach to mitigate the attack technique 'T1596.004: CDNs' is to focus on minimizing the amount and sensitivity of data available to external parties, as this is the most effective way to reduce the risk of exploitation. | Lizar can download additional plugins, files, and tools using the Ingress Tool Transfer technique. |
How can mitigation strategy 'M1035: Limit Access to Resource Over Network' be used to mitigate attack technique 'T1610: Deploy Container'? | Limit communications with the container service to managed and secured channels, such as local Unix sockets or remote access via SSH, and require secure port access to communicate with the APIs over TLS by disabling unauthenticated access to the Docker API, Kubernetes API Server, and container orchestration web applica... | Network segmentation can be used to mitigate the attack technique 'T1610: Deploy Container' by denying direct remote access to internal systems through the use of network proxies, gateways, and firewalls. | NETEAGLE is a backdoor developed by APT30. |
What campaigns used attack technique 'T1558.003: Kerberoasting'? | The campaigns that used attack technique 'T1558.003: Kerberoasting' were: 'C0014: Operation Wocao', 'C0024: SolarWinds Compromise' | The groups that used attack technique 'T1558.003: Kerberoasting' are: 'G0046: FIN7', 'G0102: Wizard Spider' | To mitigate attack technique 'T1574.005: Executable Installer File Permissions Weakness', mitigation strategy 'M1052: User Account Control' can be used by turning off UAC's privilege elevation for standard users by adding the registry key 'ConsentPromptBehaviorUser' with a value of '00000000'. Additionally, enabling in... |
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Cybersecurity QA Dataset With Negatives
Description
This dataset was created by combining and processing the following publicly available cybersecurity question-answering datasets:
The resulting dataset is designed for training and evaluating retrieval, embedding, reranking, and contrastive learning models in the cybersecurity domain.
Dataset Structure
Each sample contains:
query- cybersecurity-related question.positive- correct answer corresponding to the query.hard_negative- semantically similar but incorrect answer.soft_negative- randomly selected incorrect answer.
Data Construction
Positive Pairs
Positive pairs were obtained directly from the original datasets by pairing each question with its corresponding answer.
Hard Negative Generation
Hard negatives were generated using dense vector retrieval.
Embedding model:
sentence-transformers/all-MiniLM-L6-v2
Procedure:
- All questions were embedded using the model above.
- Embeddings were indexed using FAISS.
- For each query, the nearest neighbor question (excluding itself) was retrieved based on cosine similarity.
- The answer associated with the retrieved question was selected as the hard negative.
This approach produces difficult negative examples that are topically related to the query while remaining incorrect.
Soft Negative Generation
Soft negatives were generated through random sampling.
For each query, a random answer was selected from the global pool of positive answers with the following constraints:
- It is not the positive answer for the current query.
- It is not the selected hard negative answer.
These negatives are typically unrelated to the query and provide additional contrastive supervision.
LLM-Based Validation
To improve dataset quality, all generated samples were validated using the google/gemma-4-31b-it model, which demonstrated the best validation performance among the evaluated candidates.
For each sample, the model was provided with the query, positive answer, hard negative answer, and soft negative answer.
Soft negatives were required to be different from the positive answer and not answer the original query. Hard negatives were evaluated for semantic similarity to the positive answer using a five-point scale. Only hard negatives with a similarity score of at least 3 were retained.
A sample was included in the final dataset only if both negative examples passed validation. This filtering process removed incorrectly generated and overly easy negative examples, resulting in a higher-quality dataset for retrieval and reranking tasks.
Intended Uses
This dataset is suitable for:
- Dense Retrieval
- Embedding Model Training
- Contrastive Learning
- Retrieval-Augmented Generation (RAG)
- Reranking Models
- Cybersecurity Information Retrieval
License
This dataset is a derived work based on the datasets listed above.
Users should review and comply with the licenses and terms of the original datasets. Attribution to the original dataset creators should be preserved.
The license specified for this repository applies only to the processing pipeline and dataset construction methodology introduced in this work.
Citation
If you use this dataset, please cite the original source datasets in addition to this repository.
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