{"id":5326,"date":"2026-09-25T14:17:22","date_gmt":"2026-09-25T14:17:22","guid":{"rendered":"https:\/\/www.vaultinsider.top\/?p=5326"},"modified":"2026-09-25T14:17:22","modified_gmt":"2026-09-25T14:17:22","slug":"ai-security-expert-warns-ai-swarms-can-outpace-human-speed-defenses","status":"publish","type":"post","link":"https:\/\/www.vaultinsider.top\/?p=5326","title":{"rendered":"AI security expert warns AI swarms can outpace human-speed defenses"},"content":{"rendered":"

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Polygraf AI CEO Yagub Rahimov explains how coordinated AI “swarms” could accelerate cyberattacks and why he believes security systems must evolve at the same speed as technology.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

Artificial intelligence is changing cyberattacks from the work of individual hackers into coordinated operations potentially involving hundreds of autonomous agents, creating a speed problem that traditional human-led cybersecurity systems may struggle to match, according to AI cybersecurity expert Yagub Rahimov.<\/p>\n

Rahimov, founder and CEO of Polygraf AI, told FOX Business that the emergence of so-called “AI swarms” doesn’t necessarily mean a cyber doomsday is imminent, but said organizations need defenses capable of responding as quickly as AI can operate.<\/p>\n

“You cannot secure machine-speed activity with human-speed monitoring,” Rahimov said. “Machine-speed risk requires machine-speed security, and that’s where we need [to] focus.”<\/p>\n

But what exactly is an AI swarm? Rahimov described the progression as beginning with a bot and ending with a swarm.<\/p>\n

BANKS WARN AI SHOPPING AGENTS COULD INCREASE RISK OF SCAMS, FRAUD AND DATA PRIVACY BREACHES<\/strong><\/p>\n

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A computer screen displays an image of artificial intelligence.<\/span> (iStock \/ iStock)<\/span><\/p>\n<\/div>\n<\/div>\n

A traditional bot performs a narrow task, Rahimov said. A chatbot responds to prompts, while an AI agent can independently carry out a task. A swarm, he said, involves multiple AI agents communicating, dividing up work and coordinating toward the same objective.<\/p>\n

“Swarms are coordination of that digital worker… I would call it, in simple wording, a digital workforce,” he said. “They coordinate, they talk to each other, and they act as a group to deliver a mission that they’re on.”<\/p>\n

In recent months, major AI companies have disclosed incidents involving AI agents that circumvented controls or reached beyond their intended testing environments.<\/p>\n

OpenAI previously disclosed an incident in which models undergoing an internal cybersecurity evaluation circumvented controls designed to isolate them from the internet and accessed systems belonging to Hugging Face.<\/p>\n

AUSTRALIAN PRIME MINISTER SAYS OPENAI AGENT ACCESSED GOVERNMENT HEALTH WEBSITE, RAISES ‘EXTREME CONCERN’<\/strong><\/p>\n

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Polygraf AI founder and CEO Yagub Rahimov told FOX Business that emerging “AI swarms” could allow groups of autonomous agents to coordinate and carry out tasks at machine speed.<\/span> (FOX Business \/ Fox News)<\/span><\/p>\n<\/div>\n<\/div>\n

More recently, Google’s Gemini accessed protected systems belonging to three real companies during a cybersecurity test after internet access was unintentionally made available.<\/p>\n

The incidents gained widespread attention and fueled concerns about increasingly advanced AI systems.<\/p>\n

Rahimov, however, said there was no reason to panic and pushed back on what he viewed as alarmist reactions to the incidents.<\/p>\n

“Most of these news things are not as dangerous as what the news is trying to demonstrate,” he said.<\/p>\n

“Yes, it can be, you know, in wrong hands, it can be bad,” he continued. “But for that reason, we have the guardrails. We have the security measures and so on.”<\/p>\n

Rahimov argued that as potential AI threats become more advanced, security tools are also improving.<\/p>\n

GOOGLE GEMINI ACCESSED PROTECTED SYSTEMS OF 3 REAL COMPANIES DURING ARTIFICIAL INTELLIGENCE CYBERSECURITY TEST<\/strong><\/p>\n

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Artificial intelligence is increasing the speed at which potential cyber threats can identify vulnerabilities, analyze them and determine how to respond, according to Rahimov.<\/span> (LEBERUS \/ iStock)<\/span><\/p>\n<\/div>\n<\/div>\n

What’s changing with AI, Rahimov said, is that the technology can increasingly find a vulnerability, understand what it means and decide how to act on it without waiting for a human analyst.<\/p>\n

“The speed is changing, the ability to comprehend is changing,” he said.<\/p>\n

“Instead of finding that failure and bringing it to [a] human and the human analyzing and taking an action… we are seeing [the] machine making sense of it too and, at a much faster scale, making a decision on what to do.”<\/p>\n

One of the strongest defenses for organizations, Rahimov said, is controlling what information an AI agent can access and, perhaps most importantly, what actions it has authority to execute.<\/p>\n

He added that autonomy should only be expanded after systems demonstrate they can be trusted.<\/p>\n

Despite the risks, Rahimov expressed optimism about the future of AI security.<\/p>\n

CLICK HERE TO GET FOX BUSINESS ON THE GO<\/u><\/strong><\/p>\n

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AI cybersecurity expert Yagub Rahimov described an AI swarm as multiple autonomous agents that communicate, divide up tasks and work together toward a common objective.<\/span> (iStock \/ iStock)<\/span><\/p>\n<\/div>\n<\/div>\n

“The future of AI security is controlling… what AI can see, what AI can share, what AI can do,” he said.<\/p>\n

“Companies and people shouldn’t have to choose between adopting AI and controlling their security or data.”<\/p>\n<\/div>\n

#security #expert #warns #swarms #outpace #humanspeed #defenses<\/p>\n","protected":false},"excerpt":{"rendered":"

Polygraf AI CEO Yagub Rahimov … <\/p>\n","protected":false},"author":1,"featured_media":5327,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[8398,240,8397,8396,913,4093,276],"class_list":["post-5326","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-finance-news","tag-defenses","tag-expert","tag-humanspeed","tag-outpace","tag-security","tag-swarms","tag-warns"],"yoast_head":"\nAI security expert warns AI swarms can outpace human-speed defenses - Finance News<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.vaultinsider.top\/?p=5326\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI security expert warns AI swarms can outpace human-speed defenses - 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