Detect Asymmetric Cryptography in Splunk
Adversaries may employ asymmetric encryption algorithms such as RSA, ECDH, or Diffie-Hellman to conceal command and control (C2) traffic. Asymmetric cryptography uses a keypair: a public key for encryption and a private key for decryption, ensuring only the intended recipient can read the data. In practice, most C2 frameworks (Cobalt Strike, Sliver, Havoc, AsyncRAT, Metasploit) use TLS for all communications, leveraging asymmetric cryptography for key exchange before switching to symmetric encryption for the bulk session data. Real-world malware families using this technique include SombRAT (SSL-encrypted C2), LunarWeb (RSA-4096 encrypted commands), SodaMaster (hardcoded RSA key for C2 traffic), ComRAT (RSA+AES for Gmail C2 channel), and Cyclops Blink (OpenSSL RSA public key encrypting per-message keys under TLS). Detection must focus on behavioral indicators: LOLBin processes initiating TLS connections, self-signed or anomalous certificate attributes, TLS on non-standard ports, regular beaconing intervals from non-browser processes, and use of cryptographic tools (openssl, certutil, .NET RSA APIs) in unexpected contexts.
MITRE ATT&CK
- Tactic
- Command and Control
- Technique
- T1573 Encrypted Channel
- Sub-technique
- T1573.002 Asymmetric Cryptography
- Canonical reference
- https://attack.mitre.org/techniques/T1573/002/
SPL Detection Query
(`index=wineventlog` sourcetype="XmlWinEventLog:Microsoft-Windows-Sysmon/Operational" EventCode=3
(Image="*\\cmd.exe" OR Image="*\\powershell.exe" OR Image="*\\pwsh.exe"
OR Image="*\\wscript.exe" OR Image="*\\cscript.exe" OR Image="*\\mshta.exe"
OR Image="*\\regsvr32.exe" OR Image="*\\rundll32.exe" OR Image="*\\msbuild.exe"
OR Image="*\\csc.exe" OR Image="*\\installutil.exe" OR Image="*\\regasm.exe"
OR Image="*\\wmic.exe" OR Image="*\\bitsadmin.exe")
NOT (DestinationIp="10.*" OR DestinationIp="172.16.*" OR DestinationIp="172.17.*"
OR DestinationIp="172.18.*" OR DestinationIp="172.19.*" OR DestinationIp="172.20.*"
OR DestinationIp="172.31.*" OR DestinationIp="192.168.*"
OR DestinationIp="127.*" OR DestinationIp="169.254.*")
)
OR
(`index=wineventlog` sourcetype="XmlWinEventLog:Microsoft-Windows-Sysmon/Operational" EventCode=1
(Image="*\\openssl.exe"
OR CommandLine="*openssl genrsa*" OR CommandLine="*openssl genpkey*"
OR CommandLine="*openssl req*" OR CommandLine="*openssl s_client*" OR CommandLine="*openssl s_server*"
OR CommandLine="*RSACryptoServiceProvider*" OR CommandLine="*RSACng*"
OR CommandLine="*ECDiffieHellman*" OR CommandLine="*RSAParameters*"
OR CommandLine="*New-SelfSignedCertificate*" OR CommandLine="*makecert*"
OR CommandLine="*Export-PfxCertificate*" OR CommandLine="*Import-PfxCertificate*"
OR (CommandLine="*certutil*" AND (CommandLine="*-exportpfx*" OR CommandLine="*-importpfx*" OR CommandLine="*-MergePFX*"))
)
)
| eval ProcessName=if(isnotnull(Image), mvindex(split(Image, "\\"), -1), null())
| eval EventType=case(
EventCode="3", "TLS_Network_Connection",
EventCode="1" AND match(CommandLine, "openssl genrsa|openssl genpkey|RSACryptoServiceProvider|RSACng|New-SelfSignedCertificate|ECDiffieHellman"), "AsymCrypto_Tool_Usage",
EventCode="1", "Crypto_Cert_Operation",
true(), "Other"
)
| eval IsTLSPort=if(DestinationPort IN ("443", "8443", "4443", "8080", "8888", "8081", "9443", "2083", "2087"), 1, 0)
| eval IsHighPort=if(isnotnull(DestinationPort) AND tonumber(DestinationPort) > 1024 AND IsTLSPort=0, 1, 0)
| eval SuspicionScore=case(
EventType="AsymCrypto_Tool_Usage" AND match(CommandLine, "openssl genrsa|openssl genpkey|RSACryptoServiceProvider|New-SelfSignedCertificate"), 2,
EventType="TLS_Network_Connection" AND IsHighPort=1, 2,
EventType="TLS_Network_Connection" AND IsTLSPort=1, 1,
EventType="Crypto_Cert_Operation", 1,
true(), 0
)
| where SuspicionScore > 0
| table _time, host, User, ProcessName, CommandLine, ParentImage, DestinationIp, DestinationPort, EventType, IsTLSPort, IsHighPort, SuspicionScore
| sort - SuspicionScore, - _time Detects asymmetric-cryptography-based C2 using two Sysmon event sources. Event ID 3 (Network Connection) catches LOLBin and scripting engine processes establishing outbound connections to external IPs — these processes should not be making encrypted network sessions in a hardened environment. Event ID 1 (Process Create) catches openssl.exe execution, .NET RSACryptoServiceProvider/RSACng API calls, ECDiffieHellman usage, and certificate generation/export operations that may indicate malware infrastructure setup. Suspicion scoring prioritizes high-port connections (score 2) and active RSA key generation (score 2) over standard TLS port connections (score 1).
Data Sources
Required Sourcetypes
False Positives & Tuning
- PowerShell automation and configuration management tools making HTTPS connections to package repositories or management APIs
- Developer toolchains invoked from cmd.exe or scripting engines that pull packages or binaries over TLS
- PKI administrators and certificate automation accounts using openssl.exe or New-SelfSignedCertificate for legitimate certificate operations
- Security scanning agents that spawn processes making TLS connections to their cloud management platforms
- certutil.exe usage in automated PKI workflows for certificate import/export operations
Other platforms for T1573.002
Testing Methodology
Validate this detection against 4 adversary techniques from Atomic Red Team. Each test below lists the behaviour to exercise and the telemetry you should expect to see. Executable commands and cleanup steps are available with Pro.
- Test 1RSA Key Pair Generation via OpenSSL Command Line
Expected signal: Sysmon Event ID 1 (Process Create): openssl.exe with CommandLine containing 'genrsa -out' and 'rsa -in ... -pubout'. Sysmon Event ID 11 (File Create): df00tech_test_priv.pem and df00tech_test_pub.pem created in %TEMP%. Security Event ID 4688 if process command line auditing is enabled via GPO.
- Test 2In-Memory RSA Encryption via PowerShell .NET API
Expected signal: Sysmon Event ID 1 (Process Create): powershell.exe with CommandLine containing 'RSACryptoServiceProvider'. PowerShell ScriptBlock Log Event ID 4104 (Microsoft-Windows-PowerShell/Operational) capturing the full RSA key generation and encrypt/decrypt code in plaintext. No network connections expected — this test exercises the crypto API only.
- Test 3Outbound TLS Handshake from LOLBin Process Chain (cmd.exe -> PowerShell)
Expected signal: Sysmon Event ID 1 (Process Create): cmd.exe spawning powershell.exe — parent-child relationship captured. Sysmon Event ID 3 (Network Connection): powershell.exe connecting to 1.1.1.1:443. PowerShell ScriptBlock Log Event ID 4104 capturing the SslStream and AuthenticateAsClient code showing TLS setup. The cmd.exe → powershell.exe → external TLS connection chain is the key indicator.
- Test 4Self-Signed Certificate Generation for Adversary C2 Server
Expected signal: Sysmon Event ID 1 (Process Create): powershell.exe with CommandLine containing 'New-SelfSignedCertificate' and 'RSA'. Sysmon Event ID 11 (File Create): df00tech_c2cert.pfx in %TEMP%. Sysmon Event ID 12/13 (Registry Create/Set): certificate installation to Cert:\CurrentUser\My store captured as registry operations under HKCU\Software\Microsoft\SystemCertificates. PowerShell ScriptBlock Log Event ID 4104 with full certificate generation and export code.
References (14)
- https://attack.mitre.org/techniques/T1573/002/
- http://www.sans.org/reading-room/whitepapers/analyst/finding-hidden-threats-decrypting-ssl-34840
- https://insights.sei.cmu.edu/cert/2015/03/the-risks-of-ssl-inspection.html
- https://arxiv.org/ftp/arxiv/papers/1408/1408.1136.pdf
- https://engineering.salesforce.com/tls-fingerprinting-with-ja3-and-ja3s-247362855967/
- https://github.com/salesforce/ja3
- https://www.ncsc.gov.uk/files/Cyclops-Blink-Malware-Analysis-Report.pdf
- https://www.welivesecurity.com/2020/05/26/agentbtz-comratv4-ten-year-journey/
- https://securelist.com/apt10-sophisticated-multi-layered-loader-rosneft/101524/
- https://www.blackberry.com/us/en/solutions/endpoint-security/cylanceprotect/research/2020/costaricto
- https://learn.microsoft.com/en-us/dotnet/api/system.security.cryptography.rsacryptoserviceprovider
- https://learn.microsoft.com/en-us/dotnet/api/system.net.security.sslstream
- https://github.com/redcanaryco/atomic-red-team/blob/master/atomics/T1573.002/T1573.002.md
- https://github.com/SigmaHQ/sigma/tree/master/rules/windows/network_connection
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