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DeepSeek-R1 Generates Code with Severe Security Flaws

 Daily Threat Intel by CyberDudeBivash Zero-days, exploit breakdowns, IOCs, detection rules & mitigation playbooks. Follow on LinkedIn Apps & Security Tools DeepSeek-R1 Generates Code with Severe Security Flaws: A Full Cybersecurity & Exploitability Breakdown Author: CyberDudeBivash Brand: CyberDudeBivash Pvt Ltd Web: cyberdudebivash.com | cyberbivash.blogspot.com | cyberdudebivash-news.blogspot.com | cryptobivash.code.blog SUMMARY DeepSeek-R1 is producing insecure code patterns even when asked for “secure code”. Findings include SQL injections, RCE primitives, open redirect flaws, hardcoded secrets, unsafe eval() and insecure crypto usage. Attackers can exploit these AI-generated patterns to build malware, backdoors, or vulnerable apps. This post includes real examples, exploit chains, security impact, IOCs, and secure coding fixes. CyberDudeBivash provides enterprise-grade AI security audi...

Russian Hackers Are Now Attacking the Global Food Supply. (New "Data-Wiping" Malware Discovered).

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CISO Briefing: Russian Hackers Attack Global Food Supply. New "HARVEST-FALL" Data-Wiper Bypasses EDR. (A CISO's Hunt Guide) — by CyberDudeBivash

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

GEOPOLITICAL RISK • CNI/ICS • DATA WIPER • EDR BYPASS
Situation: This is a CISO-level "Geopolitical" warning. Russian-nexus APTs (like "Sandworm") are no longer just *stealing* data. They are deploying Data-Wiping Malware (like "NotPetya" or the new "HARVEST-FALL") against Critical National Infrastructure (CNI)—specifically the global Food & Agriculture supply chain.

This is a decision-grade CISO brief. This is not ransomware; it is *destruction*. Your "backup" plan is *irrelevant*. This attack *bypasses* your EDR (Endpoint Detection and Response) by targeting your OT (Operational Technology) network. This is a "Trusted Pivot" attack from IT to OT, and your "air-gap" is a *myth*.

TL;DR — Russian APTs are using "Data Wipers" to destroy the food supply. Your EDR is blind.
  • The TTP: "IT-to-OT Pivot." Attacker breaches your "IT" network (via a 0-Day RCE or phish).
  • The "EDR Bypass": The attacker *pivots* from a "trusted" IT server to your *unmonitored* OT/SCADA network (your production line, your PLCs, your food safety systems).
  • The "Nightmare" Malware: "HARVEST-FALL" (Data Wiper). Its goal is not *ransom*; it is *destruction*. It *corrupts* your MBRs and *wipes* your data, making recovery *impossible*.
  • The Impact: Total operational shutdown. This is not a "data breach"; it's a "go-out-of-business" event.
  • THE ACTION (CISO): 1) AUDIT your IT/OT segmentation *today*. 2) HARDEN all "bridge" servers. 3) HUNT for the *pivot*. This is a 24/7 MDR mandate.
TTP Factbox: "HARVEST-FALL" (IT/OT Wiper)
TTP Component Severity Exploitability Mitigation
Trusted Pivot (T1021) Flat Network (IT-to-OT) Critical EDR/ZTNA Bypass Network Segmentation
Data Wiper (T1485) "HARVEST-FALL" Malware Critical (10.0) Irreversible MDR (Threat Hunting)
Critical CNI Risk EDR Bypass TTP Geopolitical / APT
Contents
  1. Phase 1: The "Wiper" vs. "Ransomware" (Why Your IR Plan Will Fail)
  2. Phase 2: The Kill Chain (The "IT-to-OT" Pivot)
  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 "Wiper" vs. "Ransomware" (Why Your IR Plan Will Fail)

As a CISO, your Ransomware Playbook is built on a simple premise: "We will restore from backups."

This "HARVEST-FALL" Wiper makes your backup plan *irrelevant*.

This is a Geopolitical attack. The goal is *not* profit. The goal is *chaos*.

  • Ransomware (Financial): *Encrypts* your data. The goal is a *negotiation*. The attacker *wants* you to recover so you can *pay*.
  • Wiper (Geopolitical): *Destroys* your data. It *corrupts* the Master Boot Record (MBR) and *overwrites* your files with "garbage" data. The goal is *permanent paralysis*. There is *no* decryption key. There is *no* negotiation.

This is a "Double Extortion" TTP where the *ransom* is just a *distraction*. The *real* attack is the "HARVEST-FALL" Wiper, which is deployed to your *most critical* (and *least monitored*) network: your Operational Technology (OT) / SCADA network.

Phase 2: The Kill Chain (The "IT-to-OT" Pivot)

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

Stage 1: Initial Access (The 0-Day / Phish)

The APT (e.g., "Sandworm") breaches your *IT* network. They use a 0-day RCE on your Cisco/SonicWall firewall, or they phish an admin (see our Gootloader brief) and get a fileless PowerShell foothold.

Stage 2: The "EDR Bypass" & "Trusted Pivot"

The attacker is now on your "trusted" IT network. Your EDR (like Kaspersky) is *watching*.
The attacker *does not* run `malware.exe`. They "Live off the Land" (LotL). They run `net user`, `ipconfig`, etc.
Your 9-to-5 SOC *misses* this "noise."
The attacker finds the "bridge": the *one* un-patched, misconfigured Windows Server 2016 (`prod-mgr.corp.local`) that your *engineers* use, which has *two* network cards: one in the `IT-VLAN` and one in the `OT-VLAN`.

Stage 3: The "OT" Breach (The "Blind Spot")

This is the "breach" moment. The attacker uses `PsExec` to pivot *from* the `prod-mgr` server *to* your SCADA server (the "OT" network).
Your EDR *cannot* stop this. It sees "trusted" `PsExec` from a "trusted" IP.
The attacker is now *inside* your OT network. Your EDR *is not here*. This is an "unmonitored" black box running on 20-year-old embedded OSes.

Stage 4: Data Exfil & "HARVEST-FALL" Wiper

The attacker *first* exfiltrates your "crown jewel" *production data* (your recipes, your shipping manifests).
*Then*, they deploy the "HARVEST-FALL" Wiper. It *instantly* destroys the PLCs, the HMI, and the control servers.
Your *entire* food production line (your "factory") is now a *brick*. This is not a "data breach." This is physical destruction.

Exploit Chain (Engineering)

This is a "Trusted Pivot" TTP (T1021) into an *unmonitored* network segment. The "exploit" is a *logic* flaw in your Network Architecture.

  • Trigger: Phish (LNK/JS) or 0-Day RCE (Cisco) on the *IT* network.
  • Precondition: A *flat network* or *misconfigured "bridge" server* that allows traffic from the `IT-VLAN` to the `OT-VLAN`.
  • Sink (The Breach):** `powershell.exe` (on IT server) → `PsExec.exe [OT_SERVER_IP]` → `HARVEST-FALL.wiper`.
  • Module/Build: `powershell.exe` (Trusted), `PsExec.exe` (Trusted).
  • Patch Delta: There is no "patch." The "fix" is Network Segmentation (a "Firewall Jail" / VPC) and MDR Threat Hunting.

Reproduction & Lab Setup (Safe)

You *must* test your "air-gap."

  • Harness/Target: A *non-production* VM on your *IT* VLAN.
  • Test: 1) Open a command prompt. 2) Can you `ping` your OT/SCADA server? 3) Can you `nmap` it?
  • Execution: `nmap -p 135,445 [OT_SERVER_IP]`
  • Result: If the port is "Open", you have *failed*. Your "air-gap" is a *myth*.
  • Service Note: This is *not* a real test. Our Red Team will *prove* this pivot is possible and *show you* the EDR bypass.
    Book an Adversary Simulation (Red Team) →

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 IT-to-OT Pivot." This is your P1 alert.
    # SIEM / Firewall Hunt Query (Pseudocode)
    SELECT * FROM firewall_logs
    WHERE
      (source_vlan = 'IT-VLAN')
      AND
      (destination_vlan = 'OT-VLAN')
      AND
      (destination_port = '445' OR destination_port = '135' OR destination_port = '22')
              
  • Hunt TTP 2 (The Foothold): "Show me *any* `powershell.exe -e ...` (fileless) or `wscript.exe -> powershell.exe` (Gootloader) TTP on your *IT* network."
  • Hunt TTP 3 (The Wiper): "Show me *any* EDR alert for `vssadmin delete shadows` or `wbadmin delete catalog`."

Mitigation & Hardening (The CISO Mandate)

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

  • 1. HARDEN (The "Firewall Jail"): This is your CISO mandate. You *must* implement *strict* Network Segmentation. Your `IT-VLAN` and `OT-VLAN` *must* be separated by a firewall (e.g., an Alibaba Cloud VPC). The *only* rule should be `DENY ALL` by default.
  • 2. HUNT (The "MDR" Fix): You *cannot* run a 9-to-5 SOC. You *must* have a 24/7 human-led MDR team (like ours) to hunt for the *behavioral* TTPs (like Hunt TTP 1) that your EDR will log but *not* alert on.
  • 3. PATCH (The "Perimeter"): *Patch all* internet-facing appliances (Cisco, RMMs, VPNs) *immediately*.

Audit Validation (Blue-Team)

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

# 1. Audit your Segmentation
# Run the "Lab Setup" test (`nmap` from IT to OT). 
# If a port is "Open," you are CRITICALLY VULNERABLE.

# 2. Audit your Logs
# Run "Hunt TTP 1" *now*.
# If you see *any* traffic, you are ALREADY breached.
  
Is Your "Air-Gap" a Myth?
Your EDR is blind. Your "trusted" IT server is a backdoor. CyberDudeBivash is the leader in CNI & Ransomware Defense. We are offering a Free 30-Minute Ransomware Readiness Assessment to show you the *exact* gaps in your "IT-to-OT" 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.

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* "IT-to-OT" pivot TTPs.
  • Adversary Simulation (Red Team): This is the *proof*. We will *simulate* this "IT-to-OT" kill chain to prove your segmentation is a myth.
  • 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.

FAQ

Q: What is a "Data Wiper"?
A: It's a *geopolitical* weapon, not a *financial* one. Unlike ransomware (which *encrypts* data for a ransom), a wiper (like "HARVEST-FALL" or "NotPetya") *destroys* and *corrupts* data *permanently*. The goal is *destruction*, not profit.

Q: What is IT vs. OT?
A: IT (Information Tech) is your "carpeted" space: laptops, email, servers, EDRs. OT (Operational Tech) is your "factory" space: PLCs, SCADA, food safety systems, production lines. CISOs *mistakenly* believe there is an "air-gap" between them. Attackers *know* there is not.

Q: Why does my EDR/Antivirus miss this attack?
A: Because your EDR is *not installed* on your OT network. The attacker *bypasses* your EDR by *pivoting* from a "trusted" IT server (that *is* monitored) to an "unmonitored" OT server. This is a Network Segmentation and MDR failure.

Q: What's the #1 action to take *today*?
A: AUDIT. Run the "Audit Validation" test *today*. `nmap` your OT network *from* your IT network. If you *can* see it, you are *critically vulnerable*. Book our Free 30-Minute Assessment and we will help you build the "Firewall Jail" plan.

Timeline & Credits

This "IT-to-OT Pivot" TTP (T1021) is an active, ongoing campaign by nation-state APTs (like Sandworm) targeting CNI.
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.

cyberdudebivash.com · cyberbivash.blogspot.com · cryptobivash.code.blog

#DataWiper #Ransomware #Geopolitical #CNI #SCADA #OTsecurity #EDRBypass #LotL #CyberDudeBivash #IncidentResponse #MDR #ThreatHunting #CISO

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