The Week in Cyber: PQC Push, AI Bug Finds, and 24 Other Threats You Can’t Ignore + Video

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Introduction:

The modern threat landscape is no longer defined by single, isolated vulnerabilities but by a relentless deluge of overlapping attack vectors. This week’s “ThreatsDay Bulletin” encapsulates this reality, highlighting a spectrum of dangers ranging from state-sponsored firmware backdoors and AI-driven vulnerability discovery to the resurgence of classic phishing kits and the exploitation of fundamental IT infrastructure like MSSQL and IIS. For cybersecurity professionals, this aggregated list serves as a critical roadmap, indicating not only where adversaries are focusing their efforts but also the defensive pivots required—from hardening legacy systems to preparing for the cryptographic agility demanded by the Post-Quantum Cryptography (PQC) push.

Learning Objectives:

  • Identify and categorize modern attack vectors including supply chain compromises, fileless malware, and cloud fraud techniques.
  • Analyze the convergence of AI in offensive security, specifically automated bug finding and social engineering lures.
  • Implement practical mitigation strategies for exposed services (MSSQL, IIS), conduct supply chain risk assessments, and apply endpoint detection rules for living-off-the-land (LotL) attacks.

You Should Know:

  1. PQC Push and AI Bug Finds: The New Arms Race

The transition to Post-Quantum Cryptography (PQC) is no longer a theoretical discussion; it is an operational imperative driven by “harvest now, decrypt later” attacks. Simultaneously, the bulletin highlights “AI bug finds,” signaling a shift where adversaries and defenders alike are leveraging Large Language Models (LLMs) and specialized AI agents to automate code analysis and vulnerability discovery. This dual-front evolution requires proactive preparation.

To prepare your environment for the PQC transition, start by auditing cryptographic assets. For Linux systems, identify where weak or soon-to-be-deprecated algorithms are in use:

 List all certificates and their signature algorithms
find /etc/ssl -name ".crt" -exec openssl x509 -in {} -text -noout \; | grep "Signature Algorithm"

Check SSH host key algorithms (avoid RSA-1024)
sudo sshd -T | grep -i "hostkeyalgorithms"

On Windows, utilize the built-in `Get-TlsCipherSuite` cmdlet to audit TLS configurations:

 List enabled TLS cipher suites
Get-TlsCipherSuite | Format-Table Name, CipherBlockLength, KeyExchangeAlgorithm

Check for weak protocols like SSL/TLS 1.0 via registry
Get-ChildItem "HKLM:\SYSTEM\CurrentControlSet\Control\SecurityProviders\SCHANNEL\Protocols" -Recurse

For AI bug hunting, integrate automated SAST (Static Application Security Testing) tools like Semgrep or CodeQL into your CI/CD pipeline. Configure a rule to detect common AI-introduced flaws, such as prompt injection or insecure output handling:

 Example Semgrep rule for Python to catch direct LLM output reflection
rules:
- id: llm-prompt-injection
patterns:
- pattern: print($LLM_RESPONSE)
- pattern-either:
- pattern: $LLM_RESPONSE.content
message: "Directly printing LLM output may lead to injection attacks. Sanitize output."
severity: WARNING
  1. Supply Chain Decay: Pirated Backdoors and npm Key Theft

The compromise of trusted sources continues to be a primary infection vector. “Pirated backdoors” refers to malware hidden within cracked software or torrents, while “npm key theft” indicates a sophisticated adversary targeting developer credentials to inject malicious code into open-source registries. Defending against this requires a multi-layered approach focusing on registry security and dependency hygiene.

To mitigate npm supply chain risks, enforce strict package integrity and provenance verification. For Linux/macOS, configure npm to require signatures and lock down registry interactions:

 Set npm to use strict SSL and require package signatures
npm config set strict-ssl true
npm config set package-lock true

Audit dependencies for known vulnerabilities
npm audit --production

For CI/CD, use npm ci to strictly adhere to package-lock.json
npm ci

On Windows, integrate with Defender for DevOps or use Dependency-Check to scan .sln projects:

 Using OWASP Dependency-Check (requires installation)
dependency-check --scan .\src\ --format HTML --out .\reports\

Enforce signed PowerShell scripts to prevent execution of pirated script-based backdoors
Set-ExecutionPolicy -ExecutionPolicy AllSigned -Scope LocalMachine

For organizational control, implement a private package registry proxy (like Artifactory or Nexus) that can block malicious packages based on real-time threat intelligence. This allows you to quarantine packages flagged by the “polyfill link” incident or similar CDN-based compromises before they reach developers.

  1. Phish Kits Rebound and RMM via Invites: The Social Engineering Surge

The resurgence of phishing kits combined with “RMM (Remote Monitoring and Management) via invites” represents a highly effective social engineering loop. Attackers deploy ready-made phishing pages to steal credentials, then use those credentials to send legitimate-looking remote access invites via tools like AnyDesk, TeamViewer, or Microsoft Quick Assist. This bypasses traditional EDR as the remote tool is a legitimate binary.

To defend against this, implement strict controls on remote access tools. For Windows environments, use AppLocker or Windows Defender Application Control (WDAC) to allow only specific, authorized remote access binaries:

 Add a WDAC rule to block unsigned remote tools (use with caution in audit mode)
 First, generate a baseline policy
New-CIPolicy -FilePath C:\WDAC\Baseline.xml -Level Publisher -UserPEs

Merge a deny rule for common unapproved remote tools (example logic, requires custom XML editing)
 Convert to binary policy and deploy
ConvertFrom-CIPolicy -XmlFilePath C:\WDAC\Baseline.xml -BinaryFilePath C:\WDAC\Policy.bin

For Linux, restrict execution paths and monitor for remote access processes:

 Monitor for any unauthorized remote access tools (RMM) being executed
auditctl -w /usr/bin/anydesk -p x -k rmm_block
auditctl -w /usr/bin/teamviewer -p x -k rmm_block

Create a restrictive sudoers entry to limit escalation for remote support users
echo "support_user ALL=(ALL) /usr/bin/systemctl restart network, !ALL" >> /etc/sudoers.d/rmm_restrict

Network-level defense should include outbound proxy rules that flag or block connections to known RMM cloud infrastructure unless explicitly approved by IT.

  1. Fileless Stealer and PS Ransomware: Living Off the Land

The mention of a “fileless stealer” and “PS ransomware” underscores the adversary’s preference for “living off the land” (LotL). These attacks execute malicious code directly in memory using native tools like PowerShell, WMI, or .NET, leaving minimal forensic artifacts on disk. Mitigation requires hardening the very tools attackers leverage.

On Windows, the primary defense is to restrict PowerShell execution and logging. Deploy a constrained language mode and enable deep script block logging:

 Enable PowerShell logging via Group Policy or registry
Set-ItemProperty -Path "HKLM:\SOFTWARE\Policies\Microsoft\Windows\PowerShell\ScriptBlockLogging" -Name "EnableScriptBlockLogging" -Value 1

Constrain PowerShell to only run signed scripts from trusted directories
Set-ItemProperty -Path "HKLM:\SOFTWARE\Policies\Microsoft\Windows\PowerShell" -Name "ExecutionPolicy" -Value "RemoteSigned"

For detection, use Sysmon to monitor for suspicious process creation events (Event ID 1) where PowerShell spawns child processes like `rundll32.exe` or `regsvr32.exe` without typical parent processes (e.g., Office applications). On Linux, fileless attacks often manifest via `memfd_create` or `curl bash` pipelines. Use auditd to detect these:

 Audit for shell execution via curl or wget piped to bash
auditctl -a always,exit -S execve -F path=/bin/bash -F uid!=0 -k curl_bash_pipe
 Monitor for memfd creation (fileless execution)
auditctl -a always,exit -S memfd_create -k fileless_memfd
  1. MSSQL Scanner, IIS Outdated, and CCTV Abuse: The Infrastructure Gap

The coexistence of an “MSSQL scanner,” “IIS outdated,” and “CCTV abuse” highlights a persistent issue: insecure configuration of foundational IT and OT infrastructure. Attackers actively scan for exposed MSSQL instances with weak ‘sa’ passwords, exploit known CVEs in unpatched IIS servers, and compromise Internet of Things (IoT) devices like CCTV cameras to pivot into corporate networks.

To harden MSSQL, move beyond simple password complexity. On Windows SQL Server, disable the ‘sa’ account and enforce certificate encryption for connections:

-- Disable the 'sa' account
ALTER LOGIN [bash] DISABLE;

-- Force encrypted connections for all clients
USE master;
GO
EXEC sys.sp_configure N'remote access', N'0';
GO
RECONFIGURE;
GO
EXEC sys.sp_configure N'network packet size', N'4096';
GO
RECONFIGURE;

For IIS, automate patch management and configuration scanning. Use the `IISAdministration` PowerShell module to check for insecure modules and outdated versions:

 List all IIS modules, check for dangerous ones like WebDAV
Get-IISConfigSection "system.webServer/webDAV" | Get-IISConfigCollection

Enforce TLS 1.2 only for IIS bindings
Get-IISSite | Get-IISBinding | Where-Object {$<em>.Protocol -eq "https"} | ForEach-Object {
netsh http delete sslcert ipport=$($</em>.BindingInformation)
netsh http add sslcert ipport=$($_.BindingInformation) certstorename=MY certhash=... appid={...} sslctlstorename=MY
}

For CCTV and IoT, enforce network segmentation. VLANs should separate these devices from critical corporate assets. Use `nmap` to scan your network for rogue devices and close default ports:

 Scan local network for open telnet (23) and default camera ports (554/RTSP)
nmap -p 23,554,80,443 --open -sV 192.168.1.0/24

What Undercode Say:

  • The supply chain is the new perimeter: The combination of “npm key theft” and “pirated backdoors” confirms that traditional endpoint security is insufficient. Security teams must shift left, securing development pipelines, enforcing software bill of materials (SBOMs), and treating third-party code as untrusted until verified.
  • Living-off-the-land is the dominant strategy: With “fileless stealer” and “PS ransomware,” attackers are proving that they don’t need to drop malware binaries. Defenders must pivot to behavior-based detection, log aggregation, and strict application control policies (AppLocker, WDAC) to stop malicious activity originating from legitimate tools.
  • Legacy infrastructure is low-hanging fruit: The presence of “MSSQL scanner” and “IIS outdated” in the same weekly digest as state-sponsored threats illustrates that basic hygiene failures remain a primary attack vector. A robust vulnerability management program that prioritizes exposed databases and web servers is non-negotiable.

Prediction:

The convergence of AI-assisted bug discovery and the growing sophistication of supply chain attacks will accelerate the “threats-as-a-service” economy. We predict that within the next 12 months, we will see the first major breach attributed to an AI-generated zero-day vulnerability discovered and exploited autonomously, leading to a regulatory push for mandatory AI security auditing in software development lifecycles. Simultaneously, the rise of PQC mandates will create a new class of compliance-driven vulnerabilities as organizations struggle to transition legacy cryptographic infrastructures, offering attackers a narrow but critical window of exploitation.

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Reported By: Hackermohitkumar Threatsday – Hackers Feeds
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