hunting-for-living-off-the-cloud-techniques
Lets your agent hunt for abuse of legitimate cloud services. It's useful for detecting command and control channels or data exfiltration hidden in the cloud.
What it does
This tool helps search for suspicious activities that use legitimate cloud services (like Azure, AWS, Google Cloud) to hide malicious actions, such as receiving commands or stealing data. It disguises itself as normal cloud activity.
When to use it
- ✓When you want to actively search for these hidden techniques.
- ✓If there's news of attacks using these methods.
- ✓During a security investigation to understand what was affected.
Example of what to ask your AI
“Search for unusual activity in AWS accounts that might indicate data theft.”
Want more? Open the sections below.
How to use
The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.
Skill link
Ready-to-paste message
How it works
It works by analyzing activity logs from the cloud and computers. By comparing these logs with known attack patterns, it identifies behaviors that look normal but are actually malicious.
Installation
Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.
In the terminal (Claude Code, Codex, Cursor), in your project folder:
npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill hunting-for-living-off-the-cloud-techniquesOr download just the file:
curl -L https://raw.githubusercontent.com/mukul975/Anthropic-Cybersecurity-Skills/main/skills/hunting-for-living-off-the-cloud-techniques/SKILL.md -o SKILL.mdTechnical content (original SKILL.md)
Original text by the author, straight from GitHub.
Hunting For Living Off The Cloud Techniques
When to Use
- When proactively hunting for indicators of hunting for living off the cloud techniques in the environment
- After threat intelligence indicates active campaigns using these techniques
- During incident response to scope compromise related to these techniques
- When EDR or SIEM alerts trigger on related indicators
- During periodic security assessments and purple team exercises
Prerequisites
- EDR platform with process and network telemetry (CrowdStrike, MDE, SentinelOne)
- SIEM with relevant log data ingested (Splunk, Elastic, Sentinel)
- Sysmon deployed with comprehensive configuration
- Windows Security Event Log forwarding enabled
- Threat intelligence feeds for IOC correlation
Workflow
- Formulate Hypothesis: Define a testable hypothesis based on threat intelligence or ATT&CK gap analysis.
- Identify Data Sources: Determine which logs and telemetry are needed to validate or refute the hypothesis.
- Execute Queries: Run detection queries against SIEM and EDR platforms to collect relevant events.
- Analyze Results: Examine query results for anomalies, correlating across multiple data sources.
- Validate Findings: Distinguish true positives from false positives through contextual analysis.
- Correlate Activity: Link findings to broader attack chains and threat actor TTPs.
- Document and Report: Record findings, update detection rules, and recommend response actions.
Key Concepts
| Concept | Description |
|---|---|
| T1102 | Web Service |
| T1567 | Exfiltration Over Web Service |
| T1537 | Transfer Data to Cloud Account |
Tools & Systems
| Tool | Purpose |
|---|---|
| CrowdStrike Falcon | EDR telemetry and threat detection |
| Microsoft Defender for Endpoint | Advanced hunting with KQL |
| Splunk Enterprise | SIEM log analysis with SPL queries |
| Elastic Security | Detection rules and investigation timeline |
| Sysmon | Detailed Windows event monitoring |
| Velociraptor | Endpoint artifact collection and hunting |
| Sigma Rules | Cross-platform detection rule format |
Common Scenarios
- Scenario 1: C2 over Discord webhooks for command delivery
- Scenario 2: Data exfiltration to Telegram bot API
- Scenario 3: Malware using Azure Functions for dynamic C2
- Scenario 4: Staging stolen data on Google Docs or Notion pages
Output Format
Hunt ID: TH-HUNTIN-[DATE]-[SEQ]
Technique: T1102
Host: [Hostname]
User: [Account context]
Evidence: [Log entries, process trees, network data]
Risk Level: [Critical/High/Medium/Low]
Confidence: [High/Medium/Low]
Recommended Action: [Containment, investigation, monitoring]
FAQ
What does 'living off the cloud' mean?
It means criminals are using cloud services that companies already use normally (like storage or collaboration platforms) to carry out attacks, making them harder to detect.
Which cloud services are monitored?
Major cloud services like Azure, AWS, and Google Cloud, as well as other Software as a Service (SaaS) platforms.
Do I need to be a cloud expert to use this?
No, the tool is designed to help identify these threats, even if you are not an expert in all the technical details of the cloud.
Details
Original description by the author
Hunts for adversary abuse of legitimate cloud services (Azure, AWS, GCP, and SaaS platforms) for command-and-control, data staging, and exfiltration, i.e. "living off the cloud" tradecraft that blends in with normal cloud API and service activity. Use when threat hunting for cloud-native C2 channels, abnormal use of storage/SaaS services for data staging, or exfiltration hidden in legitimate cloud
Popularity
- GitHub stars
- 35k
- Ranking position
- #5798
- License
- Apache-2.0
- Updated
- 8/31/2026
Comments
- …
More skills from this repository
abusing-dpapi-for-credential-access
Gives your AI agent ready-made instructions for a specific task, so it does it better and faster.
mukul975/Anthropic-Cybersecurity-Skills
abusing-shadow-credentials-for-privesc
Teaches your AI agent to write clear, well-structured text.
mukul975/Anthropic-Cybersecurity-Skills
achieving-cmmc-level-2-compliance
Helps your agent prepare an environment for CMMC Level 2 compliance. It implements security requirements and manages necessary documentation.
mukul975/Anthropic-Cybersecurity-Skills
acquiring-disk-image-with-dd-and-dcfldd
Helps your agent create exact copies of hard drives. This is useful for ensuring no information is lost or altered during investigations.
mukul975/Anthropic-Cybersecurity-Skills
Similar skills
data-throughput-accelerator
Makes your agent speed up the movement of large data volumes. It finds bottlenecks and ensures data is transferred quickly and correctly.
affaan-m/ECC
inventory-demand-planning
Helps your agent predict product demand in stores. It optimizes stock and plans when to run promotions to sell more.
affaan-m/ECC
market-research
Helps your agent conduct market research and competitive analysis. Provides summaries with source attribution.
affaan-m/ECC