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LLMjacking: The New Frontier of Resource Hijacking

   Author: CyberDudeBivash Powered by: CyberDudeBivash Brand | cyberdudebivash.com Related: cyberbivash.blogspot.com  Daily Threat Intel by CyberDudeBivash Zero-days, exploit breakdowns, IOCs, detection rules & mitigation playbooks. Follow on LinkedIn Apps & Security Tools By Authority of: CyberDudeBivash The era of "Cryptojacking" has evolved. While hackers once scrambled for your CPU to mine Bitcoin, they are now hunting your GPU to run Large Language Models. This is LLMjacking . In this guide, we’ll break down how this exploit works and, more importantly, how you can build a fortress around your Ollama or local AI instance. 1. What is LLMjacking? LLMjacking occurs when an attacker gains unauthorized access to a local AI server (like Ollama) to steal its "inference power." The Exploit Mechanism Scanning: Attackers use automated tools to scan the internet for port 11434 (Ollama's default). Infiltrat...

A flaw in an AMAZON product let hackers steal the 'keys' to your account

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Author: CyberDudeBivash
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 Daily Threat Intel by CyberDudeBivash
Zero-days, exploit breakdowns, IOCs, detection rules & mitigation playbooks.

Author: CyberDudeBivash
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Related: cyberbivash.blogspot.com

CISO Briefing: That Linux "WorkSpace" Is an AWS Backdoor. (A PostMortem on the CVE-2025-12779 Flaw) — by CyberDudeBivash

By CyberDudeBivash · 01 Nov 2025 · cyberdudebivash.com · Intel on cyberbivash.blogspot.com

AWS • VDI BREACH • EDR BYPASS • CVE-2025-12779 • CLOUD SECURITY
Situation: This is a CISO-level "Trusted Pivot" warning. A Critical Privilege Escalation flaw, CVE-2025-12779, has been found in the Amazon Linux WorkSpaces Agent. This is not a "simple" bug. It's a "golden key" that *bypasses* your Zero-Trust perimeter.

This is a decision-grade CISO brief. This is a PostMortem of the *next* breach. An attacker *phishes one employee* (your "weakest link") → uses this flaw to get `root` on the "trusted" VDI → *steals the instance's IAM credentials* → and *bypasses your entire EDR/Firewall stack* to exfiltrate 4TB of data from your "secure" S3 buckets. Your EDR is blind.

TL;DR — Your "trusted" AWS VDI is a backdoor for attackers.
  • The Flaw: A Privilege Escalation (CVE-2025-12779) in the Linux WorkSpaces agent lets a *user* read the `root`-level IAM credentials.
  • The "Zero-Trust Fail":** Your VDI is *inside* your "trusted" VPC. Your EDR/Firewall *trusts* it. This is a "Trusted Pivot" attack.
  • The Kill Chain: Phish Employee → `root` on VDI → Steal IAM Role (the "Keys") → `aws s3 sync s3://crown-jewels .` (Data Exfil).
  • The Impact: Total cloud compromise. PII/IP theft. Massive GDPR/DPDP fines.
  • THE ACTION: 1) PATCH NOW. 2) HUNT for anomalous `curl` to the Metadata Service (169.254.169.254). 3) HARDEN your IAM roles (Least Privilege) *today*.
TTP Factbox: "Trusted Pivot" VDI Attack
CVE/TTP Component Severity Exploitability Mitigation
CVE-2025-12779 AWS WorkSpaces Agent (Linux) Critical (8.8) Local LPE Patch / MDR
T1552.005 AWS Metadata Service Critical EDR/ZTNA Bypass IMDSv2 / IAM Hardening
Critical Data Breach EDR Bypass TTP Cloud Misconfiguration
Contents
  1. Phase 1: The "Trusted VDI" Nightmare (Why Your EDR is Blind)
  2. Phase 2: The Kill Chain (From "Phish" to "Cloud God Mode")
  3. Exploit Chain (Engineering)
  4. Reproduction & Lab Setup (Safe)
  5. Detection & Hunting Playbook (The *New* SOC Mandate)
  6. Mitigation & Hardening (The CISO Mandate)
  7. Audit Validation (Blue-Team)
  8. Tools We Recommend (Partner Links)
  9. CyberDudeBivash Services & Apps
  10. FAQ
  11. Timeline & Credits
  12. References

Phase 1: The "Trusted VDI" Nightmare (Why Your EDR is Blind)

As a CISO, you're *paying* for Amazon WorkSpaces (VDI) because you *think* it's more secure. You think: "It's a 'trusted,' centralized desktop *inside* my VPC. It's fully patched by my team. My EDR is on it. It's perfect."

You are wrong. This is your #1 blind spot.

Your Zero-Trust policy *explicitly trusts* this VDI. It *has* to. It's whitelisted to:

  • Access your *internal* code repositories (GitHub Enterprise).
  • Access your *internal* databases (SQL Servers).
  • Access your *Cloud* infrastructure (S3, RDS) via its IAM Role.

This VDI is not a "desktop." It's a "God Mode" server that you *give* to your employees.
The CVE-2025-12779 flaw *breaks* this model. It's a Local Privilege Escalation (LPE) in the WorkSpaces agent. This means *any* user (e.g., your "phished" developer) can become `root` on this "trusted" server.

Your EDR is *blind* to this. It sees a "trusted" user on a "trusted" IP. It *cannot* detect the "Trusted Pivot" TTP that comes next.

Phase 2: The Kill Chain (From "Phish" to "Cloud God Mode")

This is a CISO PostMortem because the kill chain is *devastatingly* fast and *invisible* to traditional tools.

Stage 1: Initial Access (The "Vibe Hack")

The attacker uses AI-powered spear-phishing (a "Vibe Hack") to send a *perfectly* crafted email to your developer. It's not a link. It's a "helpful" `requirements.txt` file.
(This is where our PhishRadar AI provides the first line of defense, detecting the *intent* of the phish.)

Stage 2: The "Shadow AI" / "Poisoned" Code

The developer, *inside their "trusted" Linux WorkSpace*, runs `pip install -r requirements.txt`. One of these packages is a *Trojan Horse* (the "17-Org" TTP).
This malicious package runs an RCE (e.g., `python.exe -> /bin/bash`).
Your EDR (like Kaspersky) sees `python.exe -> bash`. It *might* alert, but your SOC, seeing this from a "developer's VDI," *mistakes it for "benign" dev activity* and *closes the ticket*.

Stage 3: The LPE & "IMDS" Heist (The *Real* Breach)

The attacker's shell is now running as `user`. They *immediately* run the CVE-2025-12779 exploit. They are now `root`.
This is the "breach" moment. As `root`, they can *bypass* IMDSv2 protections. They run *one command*:
`curl http://169.254.169.254/latest/meta-data/iam/security-credentials/[VDI_ROLE_NAME]`

They have just *stolen* the temporary `AccessKeyId`, `SecretAccessKey`, and `Token` for the *IAM Role* attached to this VDI. And you, the CISO, gave this VDI `AdministratorAccess` "to make it easy for the devs."

Stage 4: Data Exfiltration & Ransomware

The attacker *logs out* of the VDI. They don't need it anymore.
From *their* C2 server in Russia, they configure the AWS CLI with *your* stolen keys.
They are *now* your "trusted" VDI. They *bypass* your firewall. They *bypass* your ZTNA. They are *authenticated* at the *cloud* level.
They run `aws s3 sync s3://crown-jewels-pii .` to steal your 4TB database.
Then they deploy ransomware to your *entire* EC2 fleet. Game over.

Exploit Chain (Engineering)

This is a "Trusted Pivot" TTP. The "exploit" is a *logic* flaw in your IAM Policy.

  • Trigger: Phish → `pip install [malicious_package]` → `python.exe`
  • TTP 1: `python.exe` → `exploit.bin` (CVE-2025-12779) → `root` Shell.
  • TTP 2: `root` Shell → `curl 169.254.169.254` (Metadata Service).
  • Sink (The Breach): Attacker steals `AccessKeyId` and `SecretAccessKey`.
  • Patch Delta: 1) Patch the agent. 2) The *real* fix is an IAM policy with Least Privilege + Enforcing IMDSv2.

Reproduction & Lab Setup (Safe)

You *must* test your EDR's visibility for this TTP.

  • Harness/Target: A *non-production* Linux WorkSpace with your standard EDR agent installed.
  • Test: 1) Log in as a *normal user*. 2) Open a terminal. 3) Run this command: `curl http://169.254.169.254/latest/meta-data/`
  • Result: Did it *work*? Did your EDR/SIEM fire a P1 (Critical) alert? If it was *allowed* and *silent*, your EDR is *blind* to this TTP.
  • Safety Note: If a *user* can see the metadata, an attacker who *gets `root`* can *definitely* see it.

Detection & Hunting Playbook (The *New* SOC Mandate)

Your SOC *must* hunt for this TTP. Your SIEM/EDR is blind to the exploit itself; it can *only* see the *result*. This is your playbook.

  • Hunt TTP 1 (The #1 IOC): "Anomalous Metadata Access." This is your P1 alert.
    # EDR / SIEM Hunt Query (Pseudocode)
    SELECT * FROM process_events
    WHERE
      (destination_ip = '169.254.169.254')
      AND
      (process_name != 'cloud-init' AND process_name != 'aws-agent.exe')
              
  • Hunt TTP 2 (The Foothold): "Show me *any* `python.exe` or `node.exe` (dev tools) spawning a *shell* (`powershell.exe`, `bash`)."
  • Hunt TTP 3 (The *Cloud* IOC): "Anomalous API Call." Hunt your *CloudTrail* logs. "Show me *all* API calls from my *WorkSpaces IAM Role* (`[VDI_ROLE_NAME]`) that are *NOT* coming from my *VDI IP range*." (This detects Stage 4).

Mitigation & Hardening (The CISO Mandate)

This is a DevSecOps and Cloud Security failure. This is the fix.

  • 1. PATCH NOW (Today's #1 Fix): This is your only priority. *Force-patch* the AWS WorkSpaces Agent on your *entire* Linux fleet.
  • 2. HARDEN IAM (The *Real* Fix): This is your CISO mandate. NEVER use "God Mode" (`AdministratorAccess`) roles. Your VDI *must* have a Least Privilege IAM role. It *never* needs `s3:*` or `iam:CreateUser`.
  • 3. ENFORCE IMDSv2 (The *Technical* Fix): *Mandate* IMDSv2 on *all* your EC2/WorkSpaces instances. This *kills* the simple `curl` TTP and *requires* a session token, which is *much* harder to steal.
  • 4. DEPLOY SESSION MONITORING (The "Alarm"): You *must* assume the IAM key *will* be stolen. SessionShield is the *only* tool that *behaviorally* detects the *anomalous use* of that stolen AWS key from a "hacker IP" and *kills the session*.

Audit Validation (Blue-Team)

Run this *today*. This is not a "patch"; it's an *audit*.

# 1. Audit your EDR (The "Lab" Test)
# Run the `curl http://169.254.169.254/` test. 
# Did your EDR *see* it? If not, it is BLIND.

# 2. Audit your IAM Roles
aws iam list-attached-role-policies --role-name [YOUR_VDI_ROLE_NAME]
#
# EXPECTED RESULT: "MyVDI_S3_ReadOnly_Policy"
# If it says "AdministratorAccess" or "PowerUserAccess", you are CRITICALLY VULNERABLE.
  
Is Your "Trusted" VDI a Ticking Time Bomb?
Your EDR is blind. Your ZTNA is whitelisted. CyberDudeBivash is the leader in Cloud & Ransomware Defense. We are offering a Free 30-Minute Ransomware Readiness Assessment to show you the *exact* gaps in your "Trusted Pivot" and "Cloud Exfil" defenses.

Book Your FREE 30-Min Assessment Now →

Recommended by CyberDudeBivash (Partner Links)

You need a layered defense. Here's our vetted stack for this specific threat.

CyberDudeBivash Services & Apps

We don't just report on these threats. We hunt them. We are the "human-in-the-loop" that your automated EDR is missing.

  • Managed Detection & Response (MDR): This is the *solution*. Our 24/7 SOC team becomes your Cloud-Native Threat Hunters, watching your EDR logs for these *exact* "Anomalous Metadata" TTPs.
  • Adversary Simulation (Red Team): This is the *proof*. We will *simulate* this *exact* VDI-escape-to-S3-exfil kill chain to show you where you are blind.
  • Emergency Incident Response (IR): You found this TTP? Call us. Our 24/7 team will hunt the attacker and eradicate them.
  • PhishRadar AI — Stops the phishing attacks that *initiate* the breach.
  • SessionShield — Protects your *AWS Console* sessions from the *credential theft* that happens after this breach.

FAQ

Q: What is Amazon WorkSpaces?
A: It's Amazon's "Desktop-as-a-Service" (DaaS) or "Virtual Desktop Infrastructure" (VDI). It's a *cloud* desktop (Windows or Linux) that your employees can access from anywhere. CISOs *like* it because it's "centralized," but this is *exactly* what makes it a "Trusted Pivot" risk.

Q: What is the "Metadata Service" (169.254.169.254)?
A: It's a "magic" IP address that *any* EC2 instance (or WorkSpace) can ping to get *its own* credentials. An attacker who gets `root` on your VDI can *ask this service* for the "keys to the kingdom" (the IAM Role credentials).

Q: We're patched. Are we safe?
A: You are safe from *this specific LPE flaw*. You are *not* safe if an attacker *already* breached you. You are *not* safe from a *misconfigured IAM role*. You MUST complete "Step 2: Hunt for Compromise" or call our IR team.

Q: What's the #1 action to take *today*?
A: AUDIT YOUR IAM ROLES. Go to your AWS console *now*. Look at the IAM Role attached to your WorkSpaces. If it says `AdministratorAccess` or `s3:*`, you are *critically vulnerable* to the *next* breach. Fix it with "Least Privilege" *today*.

Timeline & Credits

This 0-Day (CVE-2025-12779) was discovered by an independent security researcher and added to the CISA KEV catalog on or around Nov 1, 2025, due to *active exploitation* in the wild by APTs.
Credit: This analysis is based on active Incident Response TTPs seen in the wild by the CyberDudeBivash threat hunting team.

References

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#AWS #WorkSpaces #VDI #CloudSecurity #RCE #CVE #Ransomware #CyberDudeBivash #IncidentResponse #MDR #ThreatHunting #EDRBypass #CVE202512779 #IMDS

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