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Remote Access and IoT Search Engines

Arete Analysis

Recently, Arete Incident Response Tiger Teams (“Arete IR”) have responded to an increased volume of ransomware incidents involving the Sodinikibi, Phobos, and Dharma ransomware variants. The threat actors deploying these variants are known to use anti-forensics techniques to hide their tracks. Once access is gained, they usually delete artifacts which aid cyber investigators with reconstructing steps taken by the threat actors, revealing important information pertaining to the root cause for the computer security event. In most cases, Arete was able to recover critical artifacts to forensically reconstruct the various attacks to identify a single entry point consistent across the three variants: Remote Desktop.

Requirements Businesses have a need to enable workers to access files and business resources remotely from home, hotels, or business relationships. The cheapest way for businesses to allow remote access is to “expose” the Remote Desktop Protocol (“RDP”) to the public internet. The business’ firewall configuration is altered to allow inbound connectivity to the default port 3389, and any connections to that port are automatically forwarded to a specific computer on the network, which is usually a terminal services server. Using only an Internet Protocol (“IP”) address, anyone can attempt to connect to the RDP service.

Limitations on Protocol and Service Most businesses who implement remote access via RDP aren’t aware of the limitations of the service nor do they implement intrusion detection and prevention services. Lastly, many don’t require multi-factor authentication. The downside to allowing any connection into a network is exactly that: any connection can be allowed into the network. This connection can be from anywhere, at any time, for any reason and with any number of authentication attempts. The RDP service itself doesn’t monitor for bad credential combinations and automatically disable or block connection attempts. Port forwarding on firewalls doesn’t inspect the inbound traffic either. Essentially, once a port is exposed to the public internet, anyone, anywhere, can try an unlimited number of usernames and passwords to gain access to that system. Since any number of combinations can be attempted, this makes the configuration vulnerable to credential stuffing, dictionary, and brute force attacks.

Crime of Opportunity Quite often during our investigations, clients ask “was this a targeted attack or a crime of opportunity?” Nine out of 10 times, it’s a crime of opportunity. Then the follow up question “Why us?” Well, for starters, it’s your configuration. These threat actors have their attack mechanics down to a series of steps: 1. Identify target 2. Gain access to target 3. Cover tracks 4. Deploy ransomware 5. Repeat

While they most likely aren’t outright targeting your organization directly, they may be targeting exposed services which link them to your organization.

Internet of Things (IoT) Search Engines

Google, Bing, and DuckDuckGo are three very popular search engines. They’re used to find all sorts of text information or images. These search engines aren’t designed to identify specific computers or services across the world. Rather a different set of search engines can be used to find computers that are connected directly to the internet along with their IP addresses and any other information about the computer involving their geo location, running services, and protocol history. Use caution when visiting these sites as unintended side effects can occur.

  1. https://shodan.io

  2. https://censys.io

  3. https://zoomeye.org

These sites can be used by anyone, anonymously, to identify internet attached devices, the services they’re running and any other information the IoT crawlers can index. The anonymous feature is obtained via the IoT indexer by allowing anyone to query the index stored by the IoT search engine, instead of scanning the node directly. Essentially, this search engine is the phone book, allowing anyone to find street addresses by person’s names or people by street addresses.

A search for “port:3389”, which is the default port for RDP services, can return several million devices. Again, this isn’t real time information because the query is run against the index of the IoT search engine. Once an IP address is identified, additional steps would be needed to test if the IP address is online. Additionally, the resulting information can be filtered by organization, operating system, and country.

Reviewing the results, there’s approximately 1,060 IP addresses that are detected as the Windows 2003 operating system. At face value, this is extremely alarming because Windows 2003 was discontinued during July of 2015. Microsoft officially stopped supporting the operating system as well as providing security updates. Given the information returned from shodan.io, businesses are still relying on it as a means for remote connectivity. Again, these results would need to be qualified as online and available. Regardless, the number is still alarming.

Attack Methodologies

After the threat actor identifies a target, any number of steps can be performed to initiate an attack. Typically, the threat actor will profile the target to gain as much information as possible in order to increase the success of the attack. Profiling can occur in any of the following ways:

  1. Verifying the IP address is online and attempting to brute force access automatically.

  2. Attempting to resolve the IP address to a domain name or company name in order to:

  3. Construct phishing emails for obtaining credentials.

  4. Employ social engineering of employees for obtaining credentials

  5. Research running services against known vulnerabilities to identify pre-built payloads to exploit the services.

Whichever approach the threat actor takes, there’s a good chance they will be successful with gaining unauthorized access to your network.

Preventative Actions

While it’s a waiting game to become the next victim, there are steps you can take to mitigate or prolong falling prey to these threat actor methodologies. Successful mitigation of unauthorized access can be achieved through the proper implementation of layered computer and network security controls. The following steps, while not exhaustive, can be taken to mitigate the exposure of services used by your organization.

  1. Enable Multi-Factor Authentication (“MFA”) on any third party accounts or remote access on any third party accounts or remote access accounts. accounts.

  2. Disable RDP services and port forwarding on firewalls.

  3. Implement VPN services to remotely connect to your organization’s network or leverage to your organization’s network or leverage remote

  4. connection technologies that remote connection technologies that support MFA. support MFA.

  5. Research open source intelligence to develop a public footprint of your organization. a public footprint of your organization.

  6. Train employees on social engineering and phishing email tactics and techniques. phishing email tactics and techniques.

  7. Purchase a cyber insurance policy and familiarize yourself with the preferred vendors yourself with the preferred vendors within your policy. within your policy.

  8. Build a close working relationship with a cyber advisory company.

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Article

Attack Patterns in Settra Incidents

Recent Settra ransomware incidents demonstrate a consistent operational pattern involving compromised credentials, VPN access, and the deployment of ransomware executables tailored to victim environments. Researchers have observed Settra naming ransomware executables after the targeted organization's domain while following similar attack sequences across multiple intrusions. Arete has also identified overlapping tactics, techniques, and tools in Settra engagements observed from June to August, including the use of MeshAgent for remote access and Bring Your Own Vulnerable Driver (BYOVD) techniques to weaken endpoint security controls. 

What’s Notable and Unique 

  • Settra operators have been observed naming ransomware executables after the victim organization's domain, creating a direct association between the payload and the targeted environment.

  • Initial access vectors have included targeting exposed VPN infrastructure and the use of compromised credentials, reducing the need for traditional exploitation of vulnerabilities.

  • Arete observed MeshAgent in multiple Settra engagements, which provides threat actors with a mechanism for remote access and continued activity within compromised environments.

  • Settra engagements have also included Bring Your Own Vulnerable Driver (BYOVD) activity, which can be used to bypass or impair security controls by abusing legitimate but vulnerable drivers.

Analyst Comments

Recent Settra activity demonstrates how ransomware operators can combine credential-based access, remote management tooling, and security control evasion techniques to establish and maintain access before ransomware deployment. The repeated use of similar tools and operational patterns across incidents provides useful detection opportunities for defenders. Organizations should closely monitor VPN authentication activity, unusual use of compromised credentials, unexpected MeshAgent deployment, ransomware executables with victim-specific naming conventions, and suspicious driver activity associated with attempts to disable or bypass endpoint security controls.

Arete’s MDR practice detects Settra’s full attack chain, with special attention to the staging of BYOVD activity for defense evasion. However, for us to detect it, SentinelOne needs to be fully deployed across an environment. To support organizations with full deployment, Arete offers SentinelOne Deployment Assistance. This service is designed to ensure that SentinelOne is deployed across all eligible endpoints, eliminating coverage gaps that could otherwise expose the organization to ransomware, malware, credential theft, and other advanced threats. Through endpoint discovery, inventory reconciliation, and deployment assistance, Arete helps organizations achieve comprehensive protection and maximize the effectiveness of their SentinelOne investment. Contact clientcares@areteir.com to learn more.

Sources

  • Ready, Settra, Go: New Settra Ransomware Variant Deploys MeshAgent RMM

Article

AI Agents Used in Campaign Against PaperCut

In late August, a threat actor used hundreds of AI agents to develop and launch a global exploitation campaign targeting vulnerable PaperCut NG and MF servers. PaperCut is print management software, and researchers determined that the operation compromised at least 440 PaperCut instances linked to 395 distinct organizations across 48 countries. The AI agents were tasked with building, testing, and refining exploits for CVE-2026-81578 and CVE-2026-82078 both security flaws affecting PaperCut software and flagged as actively exploited earlier this month.  It is currently unclear if the threat actor is solely focused on access development to be handed off to other affiliated actors, or if they will directly leverage their access to achieve follow-on objectives such as data theft or ransomware deployment.

What’s Notable and Unique

  • Researchers observed three attack paths following the exploitation of vulnerable PaperCut servers. Threat actors would harvest credentials from LSASS memory and registry secrets to perform pass-the-hash attacks, leverage older unpatched Windows vulnerabilities (CVE-2021-42278 and CVE-2021-42287) to escalate privileges in unpatched environments, or, in some cases, directly add newly created accounts to the Domain Admins group when PaperCut was running with domain-level privileges.


  • Upon achieving remote code execution and credential harvesting within a self-hosted lab environment, the threat actor deployed hundreds of AI-powered agents that leveraged OpenAI Codex, DeepSeek models, and publicly available offensive security tools, including Mimikatz, SharpHound, Certipy, Rubeus, and Impacket, to automate reconnaissance, exploitation, and post-compromise activities. The attackers subsequently used a DCSync attack to obtain a database dump containing domain credentials. 

Analyst Comments

The observed activity demonstrates how threat actors are increasingly leveraging AI and large language models (LLMs) to accelerate cyber operations at unprecedented speed and scale. In this campaign, the adversary progressed from exploit development to remote code execution within hours and, in some cases, achieved Domain Administrator privileges in as little as five minutes. The AI-assisted workflow enabled rapid reconnaissance, exploitation, credential theft, privilege escalation, and lateral movement, allowing the compromise of multiple organizations within seconds. This activity highlights the growing threat posed by AI-enabled adversaries capable of conducting large-scale intrusions with greater efficiency and operational velocity. Organizations affected by the PaperCut vulnerabilities are strongly advised to apply the latest security updates and implement the vendor's recommended mitigation measures to reduce the risk of compromise and unauthorized access. 

Sources

  • Agents Gone Wild: An AI-Orchestrated Global Campaign Against PaperCut NG/MF 

  • AI-powered attack exploited PaperCut flaws to hack 395 organizations 

  • PaperCut Attacker Uses Hundreds of AI Agents to Compromise 440+ Instances 

Article

Adversarial AI Evolves from Prompting to Autonomous Attack Workflows

Cybercriminals and state-linked threat actors are increasingly incorporating artificial intelligence (AI) into multiple stages of offensive operations. Rather than relying on AI only for content generation or research, threat actors are now consistently using it to support reconnaissance, vulnerability discovery, credential theft, malware development, social engineering, and activities following initial compromise. The growing use of automated and agent-based workflows is allowing adversaries to coordinate offensive malicious activities with less manual involvement, potentially increasing the speed, scale, and efficiency of future campaigns.

What’s Notable and Unique

  •  In one observed campaign, threat actors used AI to plan, build, and conduct an automated credential-harvesting operation within just several hours, demonstrating how compromised infrastructure can be rapidly repurposed to support larger-scale malicious activity.

  • Arete has observed several threat groups using AI-assisted capabilities to facilitate the analysis of data obtained during exfiltration so far this year, including INC Ransom, FulcrumSec, and Settra.

  • Attackers are also attempting to reproduce proprietary AI capabilities. Large-scale automated prompting campaigns have been used to extract information about the behavior and capabilities of proprietary AI models. The use of numerous accounts and intermediary infrastructure can make these activities more difficult to identify and attribute.

Analyst Comments

AI is increasingly becoming an operational component in the threat landscape rather than simply a tool that improves attacker productivity. By connecting reconnaissance, development, credential operations, and other activities through automated workflows, threat actors can conduct campaigns more quickly and reduce reliance on continuous human input. This trend also impacts security requirements for organizations deploying AI technologies. AI models, development environments, cloud resources, identities, repositories, and automated workflows should increasingly be considered interconnected elements of the enterprise attack surface, and organizations should maintain visibility across these areas and ensure that security controls account for both conventional threats and AI-enabled attack techniques.

Sources

  • GTIG AI Threat Tracker: From Prompting to Autonomy – The Evolution of Adversarial AI

Article

Top 9 Security Controls for SMBs

In today’s complex cyber threat landscape, small and medium-sized businesses (SMBs) should implement a layered, multi-pronged approach to security. Here are some proven, effective controls to consider:

1.        Implement MFA for All Users
Multi-factor authentication (MFA) is an effective and accessible way to protect sensitive data, comply with regulatory standards, and prevent unauthorized access to critical systems. By ensuring that users not only use a password but also a secure token, an organization can significantly reduce phishing attempts, credential stuffing attacks, and ransomware incidents. MFA should be enabled for email, VPN, and critical system access.

2.        Update Patch Management Programs
A modern patching program should include policies and mechanisms to manage software updates in a timely manner. Patching efforts should address not just operating system updates, but also commonly utilized software within the environment. An active patching plan aims to reduce the mean time to patch and provide metrics on existing patch efforts. In the event of a high-severity vulnerability, a mature patching program should also be able to identify the risks and exposure for a given set of systems based on the average time to patch. This helps stakeholders make informed decisions when a new exploit is released.

3.        Leverage a Properly Managed Endpoint Detection and Response (EDR) Tool
With real-time threat detection and advanced visibility, endpoint detection and response (EDR) solutions can enhance an organization’s ability to detect and investigate potential malicious activity, including ransomware, lateral movement, fileless attacks, and more. Effective management of EDR should include proper configuration, regular agent updates, and established procedures for responding to alerts.

4.        Enhance EDR with Frontline Incident Intelligence
While EDR solutions are an important component of a security program, threat actors are continually adapting their techniques to evade detection, and as a result, standard detection methods may not always identify emerging threats or novel attack behaviors. To strengthen protection, organizations can supplement EDR tools with custom detection rules informed by incident response data. These rules can help identify indicators of compromise observed during cyber incidents, providing an additional layer of visibility beyond traditional detections.

Arete Bloktd℠ illustrates this approach by transforming threat intelligence and malware analysis into curated detection rules for EDR tools. Applying frontline intelligence to security tools can result in earlier detection, less investigative burden, and a more confident response. 

5.        Create and Continuously Test an Incident Response (IR) Plan
An incident response plan can help an organization effectively identify, respond to, and recover from a cybersecurity incident while minimizing disruption and downtime. An IR plan defines clear roles, escalation paths, communication strategies, and decision frameworks for both internal and external teams. To be effective, these plans should be regularly tested with post-incident reviews or tabletop exercises involving key stakeholders.

6.        Maintain Encrypted and Tested Data Backups
In the case of a cyberattack, backups can help organizations maintain business continuity, support ransom negotiations with threat actors, and contribute to a timely and successful recovery. Encrypting backups makes it more difficult for threat actors to access or alter them, and regular testing ensures they remain accessible during a security incident.

7.        Conduct Employee Security Awareness Training
Human error is a leading cause of cybersecurity incidents, and an organization’s employees are its first line of defense against cyber threats. Security awareness training reinforces the importance of data confidentiality, supports regulatory compliance, and helps employees recognize and understand red flags such as suspicious emails, malicious links, and social engineering attempts.

8.        Assess and Address Existing Risk and Vulnerabilities
To maintain a proactive approach to risk management and improve resilience, organizations should regularly assess existing vulnerabilities through expert-led Vulnerability Assessments, Penetration Testing, and Threat Hunting Assessments. These exercises can help identify security gaps, support regulatory compliance, and prevent potential incidents. During remediation, prioritize high-impact vulnerabilities and make a plan for periodic assessments.

9.        Apply Least-Privilege Access Controls
Employees should have access only to the systems, applications, and data necessary to perform their jobs. By removing unnecessary administrative privileges and regularly reviewing user permissions, organizations can reduce the risk of unauthorized access and limit the damage caused by compromised accounts or insider threats.

Organizations should regularly review their cybersecurity programs, stay informed about emerging threats, and evaluate whether their security controls are adapting to the evolving threat landscape.