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AI Deep Dive Part 1: The History of AI

Arete Analysis

Cyber Threats

Artificial intelligence (AI) is a subset of computer science that focuses on creating systems that can replicate human intelligence and problem-solving capabilities. This is accomplished by feeding large amounts of data into machine learning models (MLMs) and processing the data. The result is technology that can simulate human learning, comprehension, problem-solving, decision-making, creativity, and autonomy.

While often seen as new, cutting-edge technology, AI has been around far longer than most would think. While the concept of AI goes back to ancient philosophers theorizing on life and death, AI as we know it began in the early 1900s. The conception of what AI is began to be portrayed in science fiction by various authors and artists throughout the early 1900s prior to what is commonly known as “the birth of AI.”

AI Through the Ages

  • The Birth of AI: 1950 – 1956

Computer scientists such as Alan Turing, Arthur Samuel, and John McCarthy set the stage for the beginning of AI. Turing published “Computer Machinery and Intelligence,” which annotated a test of machine intelligence called the Imitation Game. Turing theorized that any machine able to fool a human judge would be classified as artificial intelligence.

  • AI Maturation: 1957 – 1979

The next twenty years showed little growth for AI at a technical level. While the concept of AI became popular in pop culture, funding-backed research was minimal during this period. However, that is not to say that strides towards what AI is today were not made. The first programming languages were created, paving the way for future development. The first AI chatbot was created, which adopted a new approach to AI that we now call deep learning, and the first examples of an autonomous vehicle were created.

  • AI Boom: 1980 – 1987

During the seven-year period known as the AI boom, government funding and associated research significantly increased. The first Association for the Advancement of Artificial Intelligence (AAAI) conference was held at Sanford, and the first driverless car demonstrated its ability to drive up to 55 mph on empty roads.

  • AI Winter: 1987 – 1993

Overall, funding and interest in AI decreased during this period, leading to fewer advancements in the technology than in years prior.

  • AI agents: 1993 – 2011

Despite the initial lack of investment in AI, the technology as a whole significantly increased its capabilities during this time period. Most notably, this is when AI began being integrated into people’s daily lives with items such as the Roomba and the release of Apple’s virtual assistant, Siri.

  • Early Generative Artificial Intelligence: 2012 – Present

This brings us up to the current state of AI. The last decade has shown impressive leaps in AI’s ability to aid humans in day-to-day functions. This is also accompanied by enormous data collection from well-known companies that are able to train their AI models, which has led to the release of consumer-facing AI models such as ChatGPT, Copilot, and more.

Conclusion

AI as a whole is a fast-changing, fluid concept. Organizations regularly unveil new capabilities and breakthroughs. This was especially evident in the recent unveiling of Deepseek and the subsequent data privacy concerns. In a single day, this overturned the sector in one fell swoop. AI will likely remain a constantly changing field in the near term.

What’s Next?

Part 2 of Arete’s AI Deep Dive will examine the risks and benefits of organizations adopting AI into their business models

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FortiBleed Campaign Linked to INC and Lynx Ransomware Operations

Researchers have linked the FortiBleed credential-harvesting campaign to the INC and Lynx ransomware-as-a-service (RaaS) operations, establishing a direct connection between large-scale FortiGate credential theft and subsequent ransomware deployment. The attribution is based on a variety of factors, including an operator observed managing negotiation panels for both ransomware groups, notable overlap between FortiBleed victim data and subsequent ransomware targets, and internal infrastructure exposing attack workflows. The campaign is estimated to have targeted more than 430,000 internet-facing FortiGate devices, resulting in administrative access to hundreds of organizations. 

What’s Notable and Unique

  • Researchers identified a shared operator actively managing negotiation panels for both the INC and Lynx ransomware groups, providing rare operational evidence linking the two RaaS operations beyond infrastructure or malware similarities. 


  • Analysis of the exposed infrastructure revealed a structured ransomware operation with dedicated roles for access acquisition, victim management, negotiations, and technical support, reflecting an organized ransomware-as-a-service (RaaS) model rather than an ad hoc criminal group. 


  • The operation reportedly integrates artificial intelligence into multiple stages of the attack lifecycle, including vulnerability research, penetration testing, attack automation, and ransomware development, demonstrating the increasing adoption of AI to enhance offensive capabilities.

Mitigations

Organizations should assume that exposed or previously compromised FortiGate credentials may be leveraged for ransomware deployment and immediately reset administrative and VPN credentials while enforcing multi-factor authentication (MFA) for all privileged access. Security teams should ensure that FortiGate appliances are fully patched, restrict management interfaces to trusted networks, and audit administrative accounts and firewall configurations for unauthorized changes. Organizations should also monitor for anomalous authentication activity, hunt for published indicators of compromise (IOCs), and review VPN and firewall logs for signs of unauthorized access. Maintaining centralized logging and a well-practiced incident response process can help detect and contain attacks before they progress to lateral movement or ransomware deployment.

Analyst Comments

The attribution of FortiBleed to the INC and Lynx ransomware operations reinforces the growing convergence between credential-harvesting campaigns and ransomware deployment, highlighting the role of initial access operations in modern RaaS ecosystems. The relationship between INC and Lynx also aligns with Arete's previous research, which identified a shared malware lineage. INC Ransom, first observed in 2023, was later leaked or sold, enabling code reuse by other threat actors. Lynx, which emerged in 2024, is widely regarded as an evolution of the INC codebase. Sinobi ransomware, identified in 2025, shares near-identical binaries and infrastructure, and approximately 99% code similarity with Lynx. Further details on the code correlation between INC, Lynx, and Sinobi are available in Arete's 2025 Annual Report.

Sources

  • Is FortiBleed Linked to INC and Lynx Ransomware?   

  • FortiBleed credential-theft campaign linked to Lynx ransomware   

  • FortiBleed Unmasked: A Joint Operation by Lynx and INC Ransomware Groups   

  • FortiBleed Credential Theft Campaign Attributed to INC and Lynx Ransomware Groups  

Article

Ransomware Trends & Data Insights: June 2026

Although Akira was once again the most active ransomware threat in June, activity remained relatively distributed among multiple threat groups, with 17 unique threat groups observed throughout the month. Along with Akira, Qilin and INC Ransom remained active and were among the top five most active threat groups observed in June. Several new threat actors also emerged during the month, including KryBit, Settra, and Icarus.

Figure 1. Activity from the top 5 threat groups in June 2026

Throughout the month, analysts at Arete identified several trends behind the threat actors perpetrating cybercrime activities:

  • In June, a threat actor calling themselves Icarus compromised and exfiltrated data from customers of the market intelligence platform Klue. Klue later confirmed the security incident, which involved attackers stealing OAuth tokens used to connect to customers' Salesforce environments, and reported that the threat actor was deleting the data stolen from affected Klue customers. In an odd twist, reports emerged of a second threat actor claiming to have compromised Icarus's infrastructure and attempting to re-extort Klue's customers. Regardless, the Klue breach highlights the growing threat of software-as-a-service (SaaS) supply chain compromises, particularly those exploiting OAuth tokens and trusted integrations to bypass traditional security controls.

  • In mid-June, security researchers identified a large-scale credential-harvesting and valid account abuse campaign dubbed “FortiBleed” that systematically targets internet-facing Fortinet FortiGate firewalls and SSL-VPN gateways, relying heavily on automated password spraying and configuration exfiltration rather than vulnerability exploitation. The scale of exposure and attack activity has been significant and globally distributed, with attackers collecting the login credentials of over 86,000 FortiGate devices across 194 countries. There is no singular ‘fix’ to mitigate the database exposure, and it is important that organizations work with their security teams, incident response providers, and other stakeholders to review environments holistically and monitor for signs of potentially unauthorized activity.

  • Multiple threat groups continue to leverage vulnerable drivers to bypass endpoint detection and response (EDR) solutions in a technique known as Bring Your Own Vulnerable Driver (BYOVD). Arete has observed Akira and DragonForce using the technique in multiple engagements, and The Gentlemen ransomware-as-a-service (RaaS) has also been observed using what researchers are calling "GentleKiller", a framework consisting of multiple variants that leverage vulnerable drivers and EDR-disabling utilities to target a wide range of endpoint security products.  

Sources

  • Arete Internal

Article

Update on FortiBleed Credential Exposure

Last week, security researchers identified a large-scale credential-harvesting and valid account abuse campaign dubbed “FortiBleed” that systematically targets internet-facing Fortinet FortiGate firewalls and SSL-VPN gateways. The campaign relies heavily on automated password spraying and configuration exfiltration rather than vulnerability exploitation.

  • Attackers first scan for exposed FortiGate devices and rank targets based on revenue. SSH brute-force attacks are used against admin accounts to gain initial access.

  • Following initial access, operators deploy stealthy packet-sniffing capabilities and establish external listening posts to receive harvested credentials and session data in near real time.

  • Observed post-exploitation activity strongly indicates pre-positioning for broader enterprise compromise, including lateral movement and potential ransomware deployment.

  • The scale of exposure and attack activity has been significant and globally distributed. The campaign has been ongoing since at least February 2026, with attackers collecting the login credentials of over 86,000 FortiGate devices across 194 nations.

How Arete Can Help

Arete continues to monitor this campaign, utilizing our extensive experience in detection, threat hunting, and attack surface review to look for indications of unauthorized activity related to this database exposure. Additional information regarding important considerations, containment and credential compromise mitigation actions, and additional hardening recommendations can be found in Arete’s FortiBleed Advisory.

Sources

  • FortiBleed: SOCRadar’s Investigation into 86,644 Compromised Fortinet Firewalls

  • FortiBleed Attackers Turn Firewalls Into Credential Stealers as Heists Persist

  • FortiBleed: The Most Detailed Breakdown Yet of an Active Russian Credential-Harvesting Operation

  • Hackers Using FortigateSniffer Tool That Turns Compromised Firewalls Into Password Collectors  

Article

Europol Disrupts AudiA6 Crypto Laundering Service

European authorities have dismantled AudiA6, a major cryptocurrency laundering service linked to ransomware groups and broader cybercriminal networks. Between 2022 and 2025, the platform is believed to have processed over €336 million in illicit funds, enabling threat actors to obscure financial trails and monetize cybercrime proceeds. Its operators are also suspected of running Dark2Web, a dark web forum that facilitated collaboration, services, and connections among cybercriminals globally. This development underscores the expanding role of sophisticated, large-scale cryptocurrency laundering services in sustaining the cybercrime economy, enabling threat actors to obscure illicit funds and evade regulatory controls.

What’s Notable and Unique 

  • Following law enforcement disruption of Cryptex and Garantex, AudiA6 emerged as another platform involved in financial activities linked to ransomware groups. Investigators believe that AudiA6 became a central hub for cybercriminals seeking to launder stolen digital assets while obscuring the transaction trail from authorities.

  • On June 10, 2026, a coordinated operation resulted in two arrests in Georgia, the dismantling of key infrastructure (30+ servers, 25 domains), the freezing or seizure of over €778,000 in crypto, and the takedown of the AudiA6 and Dark2Web platforms. 

Analyst Comments

Ransomware groups and cybercriminal networks are increasingly leveraging sophisticated techniques, including chain-hopping, decentralized exchanges, and mixer-as-a-service platforms, to rapidly move illicit cryptocurrency across multiple blockchains, effectively obscuring transaction trails. Concurrently, the widespread use of fraudulent exchange accounts, mule wallets, and privacy-enhancing tools has elevated cryptocurrency laundering to a core enabler of the cybercrime ecosystem, allowing actors to bypass anti-money-laundering controls at scale. This investigation identified over 6,000 KYC records linked to money-mule accounts, many of which were tied to Russian-speaking intermediaries specifically recruited to facilitate the movement of illicit proceeds. These threat actors systematically used both commercial and domain-controlled email services to establish mule accounts across multiple cryptocurrency platforms. Collectively, these findings underscore the growing scale, coordination, and professionalization of cryptocurrency-enabled crime, highlighting the critical need for sustained, intelligence-led, and internationally coordinated efforts to disrupt these evolving financial ecosystems.

Sources

  • Ransomware gangs cut off from EUR 336 million ‘AudiA6’ crypto laundering pipeline