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Detection Strategies DET0143 — Detection Strategy for Encrypted Channel via Symmetric Cryptography across OS Platforms
DET0143

Detection Strategy for Encrypted Channel via Symmetric Cryptography across OS Platforms

5 analytic(s) · 1 technique(s) detected

Analytics

5
AN0400 Analytic 0400
Windows

Processes that typically do not perform cryptographic operations loading symmetric encryption libraries (e.g., bcryptprimitives.dll, aes.dll), then initiating outbound connections with high-entropy payloads. Defender correlates process creation, DLL load, and anomalous encrypted traffic patterns.

WinEventLog:Sysmon EventCode=7 WinEventLog:Sysmon EventCode=3, 22
[AllowedCryptoProcesses] Processes normally expected to use symmetric crypto (e.g., disk encryption, secure messaging).
[EntropyThreshold] Minimum payload entropy score for flagging unusual encrypted sessions.
[TimeWindow] Correlation window between module load and encrypted connection creation.
AN0401 Analytic 0401
Linux

Unexpected processes (e.g., bash, python, custom binaries) dynamically loading libcrypto or performing AES/RC4 encryption operations, then initiating outbound sessions with abnormal byte entropy or asymmetric traffic patterns.

auditd:SYSCALL execve or socket/connect system calls from processes using crypto libraries linux:syslog System daemons initiating encrypted sessions with unexpected destinations linux:osquery Process linked with libcrypto.so making external connections
[TrustedCryptoLibs] Baseline expected crypto libraries to suppress false positives.
[TrafficAsymmetryRatio] Ratio of sent/received bytes indicating possible hidden C2.
AN0402 Analytic 0402
macOS

Launchd jobs or user processes invoking symmetric crypto APIs from the Security framework and generating outbound connections carrying randomized payloads inconsistent with normal TLS patterns.

macos:unifiedlog Process using AES/RC4 routines unexpectedly macos:unifiedlog Encrypted connection with anomalous payload entropy
[DoHResolvers] Legitimate DNS-over-HTTPS endpoints to avoid FP.
[PayloadEntropyThreshold] Define entropy level at which traffic should be flagged.
AN0403 Analytic 0403
ESXi

ESXi daemons (hostd, vpxa) unexpectedly using symmetric encryption routines for external connections. Defender identifies logs of service traffic with encrypted payloads inconsistent with VMware management baselines.

esxi:vpxd Symmetric crypto routines triggered for external session esxcli:network Socket sessions with randomized payloads inconsistent with TLS
[AllowedMgmtHosts] Baseline list of approved vCenter and update endpoints.
AN0404 Analytic 0404
Network Devices

Flows showing encrypted payloads with high entropy not matching TLS handshake patterns, particularly when occurring on non-standard ports. Defender observes NetFlow/IPFIX byte distribution anomalies or IDS/IPS detecting symmetric encryption patterns without associated key exchange.

NSM:Flow Flow records with entropy signatures resembling symmetric encryption NSM:Connections Symmetric encryption detected without TLS handshake sequence
[PortProfiles] Baseline expected encryption by port/protocol.
[TrafficVolumeThreshold] Volume thresholds for distinguishing benign VPN traffic from hidden C2.

Detected Techniques

1

Details

MITRE ID
DET0143
STIX ID
x-mitre-detection-strategy--32c549cd-a06b-41f2-8063-8937ba7feab6
Analytics
5
Techniques Detected
1
By Tactic
Command & Control
1
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