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‘BlackMamba’ AI-Keylogging Malware Attack Is Here – What You Need to Know

A new strain of malware has been discovered that is powered by artificial intelligence, and it’s already making headlines in the cybersecurity community. Dubbed “BlackMamba,” this keylogging attack has the potential to completely evade most existing endpoint detection and response (EDR) security solutions. In this blog post, we’ll take a closer look at what this attack is, how it works, and why it’s so dangerous.

The introduction of ChatGPT last year marked the first-time neural network code synthesis was offered free to the public. ChatGPT is the brainchild of the AI research and development company OpenAI. Following its launch on November 2022, it amassed over 1 million users in just five days, according to the company’s CEO. That’s fast when you consider that it took Instagram 2.5 months to reach 1 million users, 10 months for Facebook, 24 months for Twitter, and 41 months for Netflix. 

ChatGPT is a powerful and versatile tool that can be used for everything from answering simple questions to instantly composing written works to developing original software programs, including malware. From an IT security perspective, traditional security solutions like EDRs leverage multi-layer data intelligence systems to combat even the most sophisticated threats; and most automated controls claim to prevent novel or irregular behavior patterns, but in practice, this is very rarely the case.

HYAS Researchers found that “BlackMamba utilizes a benign executable that reaches out to a high-reputation API (OpenAI) at runtime, so it can return synthesized, malicious code needed to steal an infected user’s keystrokes. It then executes the dynamically generated code within the context of the benign program using Python’s exec() function. Every time BlackMamba executes, it re-synthesizes its keylogging capability, making the malicious component of this malware truly polymorphic. BlackMamba was tested against an industry-leading EDR, which will remain nameless many times, resulting in zero alerts or detections.”


BlackMamba will Challenge Cybersecurity Defenses

BlackMamba can be considered a polymorphic virus which is a type of malware that is programmed to repeatedly mutate its appearance or signature files through new decryption routines. This makes many traditional cybersecurity tools, such as antivirus or antimalware solutions, which rely on signature-based detection, fail to recognize, and block the threat.

A polymorphic attack often follows this process:

  1. Cybercriminals hide the malicious code via encryption, allowing it to bypass most traditional security tools like anti-virus and IDS/IPS solutions.
  2. The virus is installed on an endpoint and the infected file is downloaded and decrypted.
  3. When the malware is downloaded, a mutation engine creates a new decryption routine that is attached to the virus, making it appear to be a different file. 
  4. Because most cyber defense technology is signature-based, malware like BlackMamba is unrecognizable to security tools — even if an earlier version of the computer virus had been detected and placed on a block list.


How BlackMamba Works

At its core, BlackMamba is a keylogger that uses AI-powered techniques to stay hidden from EDR security solutions. What makes it so difficult to detect is that it can be customized on the fly without ever touching the disk. This allows attackers to rapidly adapt their attacks in order to evade detection better.

Another way that BlackMamba stands out from other keyloggers is its ability to identify which applications are running on the system and tailor its behavior accordingly. For example, if a user is running an office application like Microsoft Word or Excel, BlackMamba will capture data more quickly in order to gain access to sensitive documents or spreadsheets stored on the computer.

The sheer sophistication of BlackMamba also sets it apart from other malicious programs. It employs various methods of obfuscation (including code packing) in order to avoid being detected by antivirus software and other security measures. It also utilizes encrypted communication channels for exfiltrating stolen data and communicating with command & control servers—making it even harder for defenders to detect and disrupt the attack before damage is done.



The emergence of AI-powered malware like BlackMamba underscores just how important it is for organizations to remain vigilant against cyber threats. IT teams must ensure that their endpoint protection is up-to-date, comprehensive, and capable of detecting advanced threats like this one – before they can cause serious harm. Additionally, employees should be trained on best practices such as recognizing phishing emails and avoiding suspicious links or downloads online in order to minimize the risk of infection by malicious programs like BlackMamba. By taking these steps, organizations can significantly reduce their chances of becoming a victim of this type of sophisticated attack. By understanding the danger posed by BlackMamba, organizations can take action to protect their networks and data. 

As cybercrime continues to evolve and become more sophisticated, it’s important for organizations to stay informed of new threats like BlackMamba in order to stay one step ahead of attackers. With the right tools and training, businesses can effectively defend themselves against these advanced AI-powered keylogging attacks.  


To Learn More About How to Defend Against Malware Attacks or If You Have Been Attacked, Please Call Us – as Always; We Are Happy to Help – 1 (888) 982-0678.

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