Beware of AI-Powered Deception: The Dark Side of Generative AI and Business Email Compromise Attacks

BluShark Media
4 min readAug 14, 2023
Hacker Villain ©Suprasia

In the ever-evolving world of technology, generative artificial intelligence (AI) has emerged as both a beacon of potential and a dark omen. OpenAI’s ChatGPT is a well-known and highly advanced example of such technology. It can generate human-like text based on the information it receives. While many of us marvel at its capabilities, the shadows of the digital realm harbor those who seek to use such innovations for malicious intentions.

The New Frontier: AI-Driven Business Email Attacks

Cybercriminals are no strangers to innovation. They continually evolve, seeking out new and effective means to carry out their illicit activities. Generative AI has given these malefactors a potent tool. By using platforms like ChatGPT, they can craft convincing fake emails tailored specifically to a recipient, drastically increasing the likelihood of a successful attack.

Recently, cybercrime forums provided a glimpse into the nefarious applications of such technology. One discussion detailed a method whereby attackers craft emails in their native tongue, translate them, and then refine their content using an interface like ChatGPT. This approach allows individuals, even those who might struggle with a particular language, to produce deceptive emails with ease.

Manipulating AI: The Growing Trend

Within these forums, there’s been a significant uptick in discussions surrounding “jailbreaks” for interfaces akin to ChatGPT. These aren’t the jailbreaks of yore, which were typically associated with mobile devices. Instead, these are specialized prompts crafted with the intent to manipulate AI interfaces, making them disclose sensitive information or even run harmful code.

Enter WormGPT: AI with Malicious Intent

Even more concerning is the emergence of AI models created specifically for malicious intent. A prime example is WormGPT, discovered on a cybercrime forum. Described as a “blackhat” alternative to more mainstream models, WormGPT is designed exclusively for malevolent activities. Built on the foundation of the GPTJ language model, it offers features like chat memory retention and advanced code formatting capabilities. Furthermore, it’s believed to have been trained on datasets related to malware, though specifics remain a guarded secret.

Our team’s exploration of WormGPT highlighted its alarming capabilities. For instance, when tasked with fabricating an email meant to trick an account manager into paying a false invoice, WormGPT delivered. The resultant email was not only convincing but exhibited a level of cunning that underscores the real danger posed by such technology.

Why Cybercriminals Love Generative AI

Two primary factors make generative AI especially attractive for BEC attacks:

  1. Flawless Execution: Generative AI can craft emails with perfect grammar, making them appear genuine and harder to flag as potential threats.
  2. Accessibility to Many: Even those with limited cyber-skills can wield this powerful tool, widening the pool of potential attackers.

Shielding Ourselves from AI-Enhanced Threats

The rise of AI in cybercrime necessitates a robust response. Here are some critical defenses to consider:

  1. Focused Training: Companies must develop comprehensive training modules that address the specific threats posed by BEC attacks, particularly those augmented by AI. This should include insights into the mechanics of such attacks and the methods attackers employ.
  2. Continuous Vigilance: Given the dynamic nature of the threat landscape, this training shouldn’t be a one-off. It should form an integral part of ongoing professional development.
  3. Broadening the Scope: It’s essential not to become overly focused on BEC attacks. Generative AI and large language models (LLMs) can be weaponized in numerous ways. Training must encompass a broad understanding of possible AI-driven cyberattacks, the mechanics behind them, and mitigation strategies.
  4. Advanced Detection Tools: As attackers employ sophisticated tools, so must the defenders. AI-driven security solutions can provide a much-needed edge, detecting and flagging unusual patterns in incoming emails.
  5. Multi-Factor Authentication: Implementing additional authentication layers can act as a safety net, even if an individual falls for a phishing attempt.


The double-edged sword of AI presents both untold opportunities and unforeseen dangers. As generative AI models become more accessible and their capabilities grow, so too do the threats they pose when in the wrong hands. The onus falls on both organizations and individuals to remain informed, vigilant, and proactive in defending against these evolving threats. The digital age’s battleground is ever-shifting, and only through understanding and preparation can we hope to stay one step ahead of those who wish to do harm.


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BluShark Media

BluShark Media is your trusted guide for web3, blockchain, NFTs, gaming & AI in the transformative digital world.