alirezaaminzadeh/secembed-pairs huggingface dataset:
Query: Multiple failed authentications followed by Artificial Intelligence
Matching passage: T1588.007 Artificial Intelligence. Tactics: resource development. Description: Adversaries may obtain access to generative artificial intelligence tools, such as large language models (LLMs), to aid various techniques during targeting. These tools may be used to inform, bolster, and enable a variety of malicious tasks, including conducting [Reconnaissance](https://attack.mitre.org/tactics/TA0043), creating basic scripts, assisting social engineering, and even developing payloads.(Citation: MSFT-AI) For example, by utilizing a publicly available LLM an adversary is essentially outsourcing or automating certain tasks to the tool. Using AI, the adversary may draft and generate content in a variety of written languages to be used in [Phishing](https://attack.mitre.org/techniques/T1566)/[Phishing for Information](https://attack.mitre.org/techniques/T1598) campaigns. The same publicly available tool may further enable vulnerability or other offensive research supporting [Develop Capabilities](https://attack.mitre.org/techniques/T1587). AI tools may also automate technical tasks by generating, refining, or otherwise enhancing (e.g., [Obfuscated Files or Information](https://attack.mitre.org/techniques/T1027)) malicious scripts and payloads.(Citation: OpenAI-CTI) Finally, AI-generated text, images, audio, and video may be used for fraud, [Impersonation](https://attack.mitre.org/techniques/T1684/001), and other malicious activities.(Citation: Google-Vishing24)(Citation: IC3-AI24)(Citation: WSJ-Vishing-AI24)
Near-miss passage: T1588.006 Vulnerabilities. Tactics: resource development. Description: Adversaries may acquire information about vulnerabilities that can be used during targeting. A vulnerability is a weakness in computer hardware or software that can, potentially, be exploited by an adversary to cause unintended or unanticipated behavior to occur. Adversaries may find vulnerability information by searching open databases or gaining access to closed vulnerability databases.(Citation: National Vulnerability Database) An adversary may monitor vulnerability disclosures/databases to understand the state of existing, as well as newly discovered, vulnerabilities. There is usually a delay between when a vulnerability is discovered and when it is made public. An adversary may target the systems of those known to conduct vulnerability research (including commercial vendors). Knowledge of a vulnerability may cause an adversary to search for an existing exploit (i.e. [Exploits](https://attack.mitre.org/techniques/T1588/005)) or to attempt to develop one themselves (i.e. [Exploits](https://attack.mitre.org/techniques/T1587/004)).
Query: describe CVE-2015-8903
Matching passage: CVE-2015-8903. CWE: CWE-835. CVSS: 6.5. The ReadVICARImage function in coders/vicar.c in ImageMagick 6.x before 6.9.0-5 Beta allows remote attackers to cause a denial of service (infinite loop) via a crafted VICAR file.
Near-miss passage: CVE-2015-8785. CWE: CWE-835. CVSS: 6.199999809265137. The fuse_fill_write_pages function in fs/fuse/file.c in the Linux kernel before 4.4 allows local users to cause a denial of service (infinite loop) via a writev system call that triggers a zero length for the first segment of an iov.
Query: patch priority for CVE-2015-6102
Matching passage: CVE-2015-6102. CWE: CWE-200. CVSS: 2.0999999046325684. The kernel in Microsoft Windows Vista SP2, Windows Server 2008 SP2 and R2 SP1, Windows 7 SP1, Windows 8, Windows 8.1, Windows Server 2012 Gold and R2, Windows RT Gold and 8.1, and Windows 10 Gold and 1511 allows local users to bypass the KASLR protection mechanism, and consequently discover a driver base address, via a crafted application, aka "Windows Kernel Memory Information Disclosure Vulnerability."
Near-miss passage: CVE-2015-5661. CWE: CWE-200. CVSS: 4.300000190734863. The SAND STUDIO AirDroid application 1.1.0 and earlier for Android mishandles implicit intents, which allows attackers to obtain sensitive information via a crafted application.
Query: risk of Multiple buffer overflows in Autodesk Design Review (ADR) before 2013 Hotfix 2 allow remote attackers to execute arbitrary code via crafted RLE data in a (1) BMP or (2) FLI file, (
Matching passage: CVE-2015-8572. CWE: CWE-119. CVSS: 6.800000190734863. Multiple buffer overflows in Autodesk Design Review (ADR) before 2013 Hotfix 2 allow remote attackers to execute arbitrary code via crafted RLE data in a (1) BMP or (2) FLI file, (3) encoded scan lines in a PCX file, or (4) DataSubBlock or (5) GlobalColorTable in a GIF file.
Near-miss passage: CVE-2015-9036. CWE: CWE-119. CVSS: 9.800000190734863. In all Qualcomm products with Android releases from CAF using the Linux kernel, an incorrect length is used to clear a memory buffer resulting in adjacent memory getting corrupted.
Query: patch priority for CVE-2015-0812
Matching passage: CVE-2015-0812. CWE: CWE-17. CVSS: 4.300000190734863. Mozilla Firefox before 37.0 does not require an HTTPS session for lightweight theme add-on installations, which allows man-in-the-middle attackers to bypass an intended user-confirmation requirement by deploying a crafted web site and conducting a DNS spoofing attack against a mozilla.org subdomain.
Near-miss passage: CVE-2015-1463. CWE: CWE-17. CVSS: 5.0. ClamAV before 0.98.6 allows remote attackers to cause a denial of service (crash) via a crafted petite packer file, related to an "incorrect compiler optimization."
Query: Sigma rule for Detects Access to LSASS Process
Matching passage: Sigma rule: Detects Access to LSASS Process. Logsource: windows / windefend. Rule: title: LSASS Access Detected via Attack Surface Reduction id: a0a278fe-2c0e-4de2-ac3c-c68b08a9ba98 status: test description: Detects Access to LSASS Process references: - https://learn.microsoft.com/en-us/defender-endpoint/attack-surface-reduction author: Markus Neis date: 2018-08-26 modified: 2022-08-13 tags: - attack.credential-access - attack.t1003.001 logsource: product: windows service: windefend definition: 'Requirements:Enabled Block credential stealing from the Windows local security authority subsystem (lsass.exe) from Attack Surface Reduction (GUID: 9e6c4e1f-7d60-472f-ba1a-a39ef669e4b2)' detection: selection: EventID: 1121 Path|endswith: \lsass.exe filter_thor: ProcessName|startswith: C:\Windows\Temp\asgard2-agent\ ProcessName|endswith: - \thor64.exe - \thor.exe filter_exact: ProcessName: - C:\Windows\System32\atiesrxx.exe - C:\Windows\System32\CompatTelRunner.exe - C:\Windows\System32\msiexec.exe - C:\Windows\System32\nvwmi64.exe - C:\Windows\System32\svchost.exe - C:\Windows\System32\Taskmgr.exe - C:\Windows\System32\wbem\WmiPrvSE.exe - C:\Windows\SysWOW64\msiexec.exe filter_begins: ProcessName|startswith: - C:\Windows\System32\DriverStore\ - C:\WINDOWS\Installer\ - C:\Program Files\ - C:\Program Files (x86)\ condition: selection and not 1 of filter_* falsepositives: - Google Chrome GoogleUpdate.exe - Some Taskmgr.exe related activity level: high
Near-miss passage: Sigma rule: Detects execution of "rundll32.exe" with a parent process of Explorer.exe. This has been observed by variants of Raspber. Logsource: windows / process_creation. Rule: title: Rundll32 Spawned Via Explorer.EXE id: 1723e720-616d-4ddc-ab02-f7e3685a4713 status: test description: Detects execution of "rundll32.exe" with a parent process of Explorer.exe. This has been observed by variants of Raspberry Robin, as first reported by Red Canary. references: - https://redcanary.com/blog/raspberry-robin/ - https://thedfirreport.com/2022/09/26/bumblebee-round-two/ author: CD_ROM_ date: 2022-05-21 modified: 2023-08-31 tags: - attack.stealth logsource: category: process_creation product: windows detection: selection_parent: ParentImage|endswith: \explorer.exe selection_img: - Image|endswith: \rundll32.exe - OriginalFileName: RUNDLL32.EXE filter_main_generic: - CommandLine|contains: ' C:\Windows\System32\' - CommandLine|endswith: ' -localserver 22d8c27b-47a1-48d1-ad08-7da7abd79617' condition: all of selection_* and not 1 of filter_main_* falsepositives: - Unknown level: medium
Query: campaign using Cloud API
Matching passage: T1059.009 Cloud API. Tactics: execution. Description: Adversaries may abuse cloud APIs to execute malicious commands. APIs available in cloud environments provide various functionalities and are a feature-rich method for programmatic access to nearly all aspects of a tenant. These APIs may be utilized through various methods such as command line interpreters (CLIs), in-browser Cloud Shells, [PowerShell](https://attack.mitre.org/techniques/T1059/001) modules like Azure for PowerShell(Citation: Microsoft - Azure PowerShell), or software developer kits (SDKs) available for languages such as [Python](https://attack.mitre.org/techniques/T1059/006). Cloud API functionality may allow for administrative access across all major services in a tenant such as compute, storage, identity and access management (IAM), networking, and security policies. With proper permissions (often via use of credentials such as [Application Access Token](https://attack.mitre.org/techniques/T1550/001) and [Web Session Cookie](https://attack.mitre.org/techniques/T1550/004)), adversaries may abuse cloud APIs to invoke various functions that execute malicious actions. For example, CLI and PowerShell functionality may be accessed through binaries installed on cloud-hosted or on-premises hosts or accessed through a browser-based cloud shell offered by many cloud platforms (such as AWS, Azure, and GCP). These cloud shells are often a packaged unified environment to use CLI and/or scripting modules hosted as a container in the cloud environment.
Near-miss passage: T1059.001 PowerShell. Tactics: execution. Description: Adversaries may abuse PowerShell commands and scripts for execution. PowerShell is a powerful interactive command-line interface and scripting environment included in the Windows operating system.(Citation: TechNet PowerShell) Adversaries can use PowerShell to perform a number of actions, including discovery of information and execution of code. Examples include the <code>Start-Process</code> cmdlet which can be used to run an executable and the <code>Invoke-Command</code> cmdlet which runs a command locally or on a remote computer (though administrator permissions are required to use PowerShell to connect to remote systems). PowerShell may also be used to download and run executables from the Internet, which can be executed from disk or in memory without touching disk. A number of PowerShell-based offensive testing tools are available, including [Empire](https://attack.mitre.org/software/S0363), [PowerSploit](https://attack.mitre.org/software/S0194), [PoshC2](https://attack.mitre.org/software/S0378), and PSAttack.(Citation: Github PSAttack) PowerShell commands/scripts can also be executed without directly invoking the <code>powershell.exe</code> binary through interfaces to PowerShell's underlying <code>System.Management.Automation</code> assembly DLL exposed through the .NET framework and Windows Common Language Interface (CLI).(Citation: Sixdub PowerPick Jan 2016)(Citation: SilentBreak Offensive PS Dec 2015)(Citation: Microsoft PSfromCsharp APR 2014)
Query: alert when Detects suspicious process related to rundll32 based on command line that invokes inline VBScript as seen being used by
Matching passage: Sigma rule: Detects suspicious process related to rundll32 based on command line that invokes inline VBScript as seen being used by. Logsource: windows / process_creation. Rule: title: Suspicious Rundll32 Invoking Inline VBScript id: 1cc50f3f-1fc8-4acf-b2e9-6f172e1fdebd status: test description: Detects suspicious process related to rundll32 based on command line that invokes inline VBScript as seen being used by UNC2452 references: - https://www.microsoft.com/security/blog/2021/03/04/goldmax-goldfinder-sibot-analyzing-nobelium-malware/ author: Florian Roth (Nextron Systems) date: 2021-03-05 modified: 2022-10-09 tags: - attack.privilege-escalation - attack.stealth - attack.t1055 logsource: category: process_creation product: windows detection: selection: CommandLine|contains|all: - rundll32.exe - Execute - RegRead - window.close condition: selection falsepositives: - Unknown level: high
Near-miss passage: Sigma rule: Detects potential DLL sideloading of "iviewers.dll" (OLE/COM Object Interface Viewer). Logsource: windows / image_load. Rule: title: Potential Iviewers.DLL Sideloading id: 4c21b805-4dd7-469f-b47d-7383a8fcb437 status: test description: Detects potential DLL sideloading of "iviewers.dll" (OLE/COM Object Interface Viewer) references: - https://www.secureworks.com/research/shadowpad-malware-analysis author: X__Junior (Nextron Systems) date: 2023-03-21 tags: - attack.persistence - attack.privilege-escalation - attack.execution - attack.stealth - attack.t1574.001 logsource: category: image_load product: windows detection: selection: ImageLoaded|endswith: \iviewers.dll filter: ImageLoaded|startswith: - C:\Program Files (x86)\Windows Kits\ - C:\Program Files\Windows Kits\ condition: selection and not filter falsepositives: - Unknown level: high
Query: Sigma YAML for windows / process_creation
Matching passage: Sigma rule: Detects usage of the Get-ADUser cmdlet to collect user information and output it to a file. Logsource: windows / process_creation. Rule: title: User Discovery And Export Via Get-ADUser Cmdlet id: 1114e048-b69c-4f41-bc20-657245ae6e3f related: - id: c2993223-6da8-4b1a-88ee-668b8bf315e9 type: similar status: test description: Detects usage of the Get-ADUser cmdlet to collect user information and output it to a file references: - http://blog.talosintelligence.com/2022/09/lazarus-three-rats.html - https://www.microsoft.com/en-us/security/blog/2022/10/18/defenders-beware-a-case-for-post-ransomware-investigations/ author: Nasreddine Bencherchali (Nextron Systems) date: 2022-09-09 modified: 2022-11-17 tags: - attack.discovery - attack.t1033 logsource: category: process_creation product: windows detection: selection_img: - Image|endswith: - \powershell.exe - \pwsh.exe - OriginalFileName: - PowerShell.EXE - pwsh.dll selection_cli: CommandLine|contains|all: - 'Get-ADUser ' - ' -Filter \*' CommandLine|contains: - ' > ' - ' | Select ' - Out-File - Set-Content - Add-Content condition: all of selection_* falsepositives: - Legitimate admin scripts may use the same technique, it's better to exclude specific computers or users who execute these commands or scripts often level: medium
Near-miss passage: Sigma rule: Detects suspicious Speech Runtime Binary Execution by monitoring its child processes. Child processes spawned by SpeechR. Logsource: windows / process_creation. Rule: title: Suspicious Speech Runtime Binary Child Process id: 78f10490-f2f4-4d19-a75b-4e0683bf3b8d status: experimental description: 'Detects suspicious Speech Runtime Binary Execution by monitoring its child processes. Child processes spawned by SpeechRuntime.exe could indicate an attempt for lateral movement via COM & DCOM hijacking. ' references: - https://github.com/rtecCyberSec/SpeechRuntimeMove author: andrewdanis date: 2025-10-23 logsource: category: process_creation product: windows tags: - attack.lateral-movement - attack.stealth - attack.t1021.003 - attack.t1218 detection: selection: ParentImage|endswith: \SpeechRuntime.exe condition: selection falsepositives: - Unlikely. level: high
Query: CVE similar to CVE-2015-7193
Matching passage: CVE-2015-7193. CWE: CWE-254. CVSS: 7.5. Mozilla Firefox before 42.0 and Firefox ESR 38.x before 38.4 improperly follow the CORS cross-origin request algorithm for the POST method in situations involving an unspecified Content-Type header manipulation, which allows remote attackers to bypass the Same Origin Policy by leveraging the lack of a preflight-request step.
Near-miss passage: CVE-2015-3710. CWE: CWE-254. CVSS: 4.300000190734863. Mail in Apple iOS before 8.4 and OS X before 10.10.4 allows remote attackers to trigger a refresh operation, and consequently cause a visit to an arbitrary web site, via a crafted HTML e-mail message.
Query: Sigma YAML for windows / ps_script
Matching passage: Sigma rule: Detects calls to cmdlets inside of PowerShell scripts that are used to export certificates from the local certificate st. Logsource: windows / ps_script. Rule: title: Certificate Exported Via PowerShell - ScriptBlock id: aa7a3fce-bef5-4311-9cc1-5f04bb8c308c related: - id: 9e716b33-63b2-46da-86a4-bd3c3b9b5dfb type: similar status: test description: Detects calls to cmdlets inside of PowerShell scripts that are used to export certificates from the local certificate store. Threat actors were seen abusing this to steal private keys from compromised machines. references: - https://us-cert.cisa.gov/ncas/analysis-reports/ar21-112a - https://learn.microsoft.com/en-us/powershell/module/pki/export-pfxcertificate?view=windowsserver2022-ps - https://www.splunk.com/en_us/blog/security/breaking-the-chain-defending-against-certificate-services-abuse.html author: Florian Roth (Nextron Systems) date: 2021-04-23 modified: 2023-05-18 tags: - attack.credential-access - attack.t1552.004 logsource: product: windows category: ps_script definition: 'Requirements: Script Block Logging must be enabled' detection: selection: ScriptBlockText|contains: - Export-PfxCertificate - Export-Certificate filter_optional_module_export: ScriptBlockText|contains: CmdletsToExport = @( condition: selection and not 1 of filter_optional_* falsepositives: - Legitimate certificate exports by administrators. Additional filters might be required. level: medium
Near-miss passage: Sigma rule: Identifies when a Firewall Policy is Modified or Deleted.. Logsource: azure / activitylogs. Rule: title: Azure Network Firewall Policy Modified or Deleted id: 83c17918-746e-4bd9-920b-8e098bf88c23 status: test description: Identifies when a Firewall Policy is Modified or Deleted. references: - https://learn.microsoft.com/en-us/azure/role-based-access-control/resource-provider-operations author: Austin Songer @austinsonger date: 2021-09-02 modified: 2022-08-23 tags: - attack.impact - attack.defense-impairment - attack.t1686.001 logsource: product: azure service: activitylogs detection: selection: operationName: - MICROSOFT.NETWORK/FIREWALLPOLICIES/WRITE - MICROSOFT.NETWORK/FIREWALLPOLICIES/JOIN/ACTION - MICROSOFT.NETWORK/FIREWALLPOLICIES/CERTIFICATES/ACTION - MICROSOFT.NETWORK/FIREWALLPOLICIES/DELETE condition: selection falsepositives: - Firewall Policy being modified or deleted may be performed by a system administrator. Verify whether the user identity, user agent, and/or hostname should be making changes in your environment. - Firewall Policy modified or deleted from unfamiliar users should be investigated. If known behavior is causing false positives, it can be exempted from the rule. level: medium
Query: patch priority for CVE-2015-1073
Matching passage: CVE-2015-1073. CWE: CWE-399. CVSS: 6.800000190734863. WebKit, as used in Apple Safari before 6.2.4, 7.x before 7.1.4, and 8.x before 8.0.4, allows remote attackers to execute arbitrary code or cause a denial of service (memory corruption and application crash) via a crafted web site, a different vulnerability than other CVEs listed in APPLE-SA-2015-03-17-1.
Near-miss passage: CVE-2015-5058. CWE: CWE-399. CVSS: 7.800000190734863. Memory leak in the virtual server component in F5 Big-IP LTM, AAM, AFM, Analytics, APM, ASM, GTM, Link Controller, and PEM 11.5.x before 11.5.1 HF10, 11.5.3 before HF1, and 11.6.0 before HF5, BIG-IQ Cloud, Device, and Security 4.4.0 through 4.5.0, and BIG-IQ ADC 4.5.0 allows remote attackers to cause a denial of service (memory consumption) via a large number of crafted ICMP packets.
Query: SIEM correlation: collection activity consistent with Messaging Applications
Matching passage: T1213.005 Messaging Applications. Tactics: collection. Description: Adversaries may leverage chat and messaging applications, such as Microsoft Teams, Google Chat, and Slack, to mine valuable information. The following is a brief list of example information that may hold potential value to an adversary and may also be found on messaging applications: * Testing / development credentials (i.e., [Chat Messages](https://attack.mitre.org/techniques/T1552/008)) * Source code snippets * Links to network shares and other internal resources * Proprietary data(Citation: Guardian Grand Theft Auto Leak 2022) * Discussions about ongoing incident response efforts(Citation: SC Magazine Ragnar Locker 2021)(Citation: Microsoft DEV-0537) In addition to exfiltrating data from messaging applications, adversaries may leverage data from chat messages in order to improve their targeting - for example, by learning more about an environment or evading ongoing incident response efforts.(Citation: Sentinel Labs NullBulge 2024)(Citation: Permiso Scattered Spider 2023)
Near-miss passage: T1213.006 Databases. Tactics: collection. Description: Adversaries may leverage databases to mine valuable information. These databases may be hosted on-premises or in the cloud (both in platform-as-a-service and software-as-a-service environments). Examples of databases from which information may be collected include MySQL, PostgreSQL, MongoDB, Amazon Relational Database Service, Azure SQL Database, Google Firebase, and Snowflake. Databases may include a variety of information of interest to adversaries, such as usernames, hashed passwords, personally identifiable information, and financial data. Data collected from databases may be used for [Lateral Movement](https://attack.mitre.org/tactics/TA0008), [Command and Control](https://attack.mitre.org/tactics/TA0011), or [Exfiltration](https://attack.mitre.org/tactics/TA0010). Data exfiltrated from databases may also be used to extort victims or may be sold for profit.(Citation: Google Cloud Threat Intelligence UNC5537 Snowflake 2024)
Query: vulnerability: Use-after-free vulnerability in Adobe Reader and Acrobat 10.x before 10.1.16 and 11.x before 11.0.13, Acrobat and Acrobat Reader DC Classic before 2015.006.30094, and Acrobat and A
Matching passage: CVE-2015-6683. CWE: CWE-416. CVSS: 10.0. Use-after-free vulnerability in Adobe Reader and Acrobat 10.x before 10.1.16 and 11.x before 11.0.13, Acrobat and Acrobat Reader DC Classic before 2015.006.30094, and Acrobat and Acrobat Reader DC Continuous before 2015.009.20069 on Windows and OS X allows attackers to execute arbitrary code via unspecified vectors, a different vulnerability than CVE-2015-5586, CVE-2015-6684, CVE-2015-6687, CVE-2015-6688, CVE-2015-6689, CVE-2015-6690, CVE-2015-6691, CVE-2015-7615, CVE-2015-7617, and CVE-2015-7621.
Near-miss passage: CVE-2015-6690. CWE: CWE-416. CVSS: 6.800000190734863. Use-after-free vulnerability in the popUpMenuEx method in Adobe Reader and Acrobat 10.x before 10.1.16 and 11.x before 11.0.13, Acrobat and Acrobat Reader DC Classic before 2015.006.30094, and Acrobat and Acrobat Reader DC Continuous before 2015.009.20069 on Windows and OS X allows attackers to execute arbitrary code via crafted arguments, a different vulnerability than CVE-2015-5586, CVE-2015-6683, CVE-2015-6684, CVE-2015-6687, CVE-2015-6688, CVE-2015-6689, CVE-2015-6691, CVE-2015-7615, CVE-2015-7617, and CVE-2015-7621.