E-Business
Firm Identifies Key Signs of AI Usage in Phishing Attacks

Cybercriminals are increasingly using Large Language Models (LLMs) to generate content for large-scale phishing and scam attacks, Kaspersky’s AI Research Center experts have discovered.
As threat actors attempt to generate fraudulent websites in high volumes, they often leave behind distinctive artifacts – such as AI-specific phrases – that set these sites apart from those created manually. So far, most phishing examples observed by Kaspersky target users of cryptocurrency exchanges and wallets.
Kaspersky experts analysed a sample of resources, identifying key characteristics that help distinguish and detect cases where AI was used to generate content or even entire phishing and scam websites.
One of the prominent signs of LLM-generated text is the presence of disclaimers and refusals to execute commands, including phrases such as “As an AI language model…”. For instance, two phishing pages targeting KuCoin users contain this type of wording.
Another distinctive indicator of language model usage is the presence of concessive clauses, such as: ‘While I can’t do exactly what you want, I can try something similar.” In other examples targeting Gemini and Exodus users, the LLM declines to provide detailed login instructions.
“With LLMs, attackers can automate the creation of dozens or even hundreds of phishing and scam web pages with unique, high-quality content,” explains Vladislav Tushkanov, Research Development Group Manager at Kaspersky. “Previously, this required manual effort, but now AI can help threat actors generate such content automatically.”
LLMs can be used to create not just text blocks but entire web pages, with artifacts appearing both in the text itself and in areas like meta tags: snippets of text that describe a web page’s content and appear in its HTML code.
There are other indicators of AI usage in creating fraudulent sites. Some models, for instance, tend to use specific phrases like “delve”, “in the ever-evolving landscape”, and “in the ever-changing world”. While these terms are not considered strong indicators of AI-generated content, they may still be viewed as signs.
Another feature of text generated by a language model is the indication up to which the model’s knowledge of the world extends. The model typically articulates this limitation using phrases such as “according to my last update in January 2023”.
LLM-generated text is often combined with tactics that make phishing page detection more complicated for cybersecurity tools. For instance, attackers may use non-standard Unicode symbols, such as those with diacritics or from mathematical notation, to obfuscate text and prevent matching by rule-based detection systems.
“Large language models are improving, and cybercriminals are exploring ways to apply this technology for nefarious purposes. However, occasional errors provide insights into their use of such tools, particularly into the growing extent of automation. With future advancements, distinguishing AI-generated content from human-written text may become more challenging, making it crucial to use advanced security solutions that analyse textual information along with metadata, and other fraud indicators,” said Vladislav Tushkanov.
E-Business
Microsoft Servers Hacked by Chinese Groups

Chinese “threat actors” have hacked Microsoft’s SharePoint document software servers and targeted the data of the businesses using it, the firm has said.
China state-backed Linen Typhoon and Violet Typhoon as well as China-based Storm-2603 were said to have “exploited vulnerabilities” in on-premises SharePoint servers, the kind used by firms, but not in its cloud-based service.
The US tech giant has released security updates in response and has advised all on-premises SharePoint server customers to install them.
“Investigations into other actors also using these exploits are still ongoing,” Microsoft said in a statement.
The firm said it had “high confidence” the hackers would continue to target systems which have not installed its security updates.
It added that it would update its website blog with more information as its investigation continues.
Microsoft said it had observed attacks in which hackers had sent a request to a SharePoint server “enabling the theft of the key material by threat actors”.
Charles Carmakal, chief technology officer at Mandiant Consulting firm, a division of Google Cloud, told reporter, it was “aware of several victims in several different sectors across a number of global geographies”.
Carmakal said it appeared that governments and businesses that use SharePoint on their sites were the primary target.
A number of adversaries who stole material encoded by cryptography were then able to regain ongoing access to the victims’ SharePoint data, he said.
“This was exploited in a very broad way, very opportunistically before a patch was made available. That’s why this is significant,” Carmakal said.
Carmakal said the “China-nexus actor” was deploying techniques similar to previous campaigns associated with Beijing.
Microsoft said Linen Typhoon had “focused on stealing intellectual property, primarily targeting organizations related to government, defence, strategic planning, and human rights” for 13 years.
It added that Violet Typhoon had been “dedicated to espionage”, primarily targeting former government and military staff, non-governmental organizations, think tanks, higher education, the media, the financial sector and the health sector in the US, Europe, and East Asia.
Meanwhile, Storm-2603 was “assessed with medium confidence to be a China-based threat actor”.
E-Business
NIMC Warns Nigerians of Fake NIN Website

National Identity Management Commission (NIMC) has issued a public warning that it is not associated with NINcard.com.
According to the commission, the website has been circulating online to offer services for Nigerians seeking National Identification Number (NIN) services.
NIMC, in a post on its official X account on Wednesday, said, “NINcard.com is not in anyway affiliated to NIMC. Stay vigilant!”
The warning was accompanied by screenshots of fake payment receipts and OTP request pages from the website, both of which were boldly stamped “FAKE” by NIMC to alert the public.
E-Business
NITDA, API Partner Against Harmful Online Content

National Information Technology Development Agency (NITDA), in partnership with the Advocacy for Policy and Innovation (API), has convened a one-day workshop in Abuja to advance dialogue on the draft Online Harm Protection (OHP) Bill to confront harmful online content.
The bill, a rights-based, locally rooted, and multi-stakeholder initiative, is aimed at addressing the challenges of the digital age.
The event, which held yesterday, brought together government officials, civil society, academics, digital platforms, and legal experts to shape a policy framework designed to combat online ills such as cyberbullying, disinformation, hate speech, digital exploitation, and gender-based violence, while safeguarding democratic freedoms and digital inclusion.
In his keynote remarks, Kashifu Inuwa, director general, NITDA urged a paradigm shift in the way society engages with digital technologies.
“For almost two decades, we have viewed digital technology through a consumer lens. But these technologies are not just products and services. They are transforming how we live, work, and interact. They shape our politics, our society, and our democracy,” he said.
Warning against unaccountable digital power in the hands of private corporations, the DG likened the digital journey to the tale of Alice in Wonderland, where initial fascination with innovation has given way to deeper concerns about privacy, autonomy, and manipulation by big tech platforms.
“We thought we were using Google, but now we realise Google is using us. Social media, once a tool of expression, has become a tool of surveillance and influence,” Inuwa noted.
He, therefore, emphasised the urgency of developing a democratic and accountable framework. He explained that following the 2021 Twitter ban, NITDA facilitated dialogue between the government and platform operators, leading to a Code of Practice that stressed Nigeria’s sovereignty and legal standards.
According to him, the same process birthed the multi-stakeholder steering committee and the OHP White Paper in December 2024, laying the foundation for the current legislative push.
Earlier in her opening remarks, Victoria Manya, co-founder, API, observed the moral and civic necessity of the bill.
Her words: “The internet did not break society, it merely revealed its unfiltered version. Every day, Nigerians are exposed to harassment, disinformation, exploitation, and even algorithmic violence. The OHP Bill is not a war on the Internet. It is a peace offering to its users, a social contract for a digital future that is safe, inclusive, and democratic.
“We cannot answer the question of algorithmic power with unchecked state control. We must answer it with shared, rights-based governance. This bill must not be written for the people, but with them.”
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