NCSC warns AI malware could target UK infrastructure within two years
The UK’s National Cyber Security Centre says it is highly likely that AI-powered malware will be used in a ransomware attack on the UK by 2028. Its warnings include possible attacks on key infrastructure such as airports, hospitals and power stations.

Key takeaways · 4
- 01
The NCSC assesses that an AI-powered malware ransomware attack on the UK by 2028 is highly likely.
- 02
Airports, hospitals and power stations are among the critical facilities identified as at risk.
- 03
The NCSC warns that AI could help hostile actors exploit longstanding cybersecurity weaknesses at greater scale.
- 04
The NCSC calls for urgent investment in cyber resilience, particularly for organisations unable to defend against AI-enabled threats.
What the assessment says
The NCSC’s assessment is that it is highly likely AI-powered malware will be used in a ransomware attack on the UK by 2028.[1] The warning also describes cyberattacks involving AI-powered malware on key infrastructure, including airports, hospitals and power stations, within two years.[1] The NCSC frames its assessment as an examination of current AI-enabled threat trends and projections through 2028.[3] The NCSC describes the assessment as examining current AI-enabled threat trends and projections through 2028.[3]
Why existing weaknesses matter
The NCSC warns that AI could uncover and exploit longstanding cybersecurity weaknesses that have left UK organisations exposed.[2] It says hostile actors are highly likely to use AI to increase the scale and efficiency of cyberattack operations.[1] The report also warns that vulnerabilities tolerated for too long could now be discovered and exploited at a previously unimaginable scale.[1] The NCSC says organisations unable to defend against AI-enabled threats face greater cyber risk.[4] Together, those points make the state of existing defences central to the warning.[2][4]
Horne calls for investment
Richard Horne made his remarks in a speech ahead of the launch of the NCSC’s *State of the Cyber Nation* report.[1] He urged organisations across the UK to take responsibility and make different choices, with the remarks referring to failures to invest adequately in technology.[1] The NCSC calls for urgent investment in cyber resilience.[2] Horne also said there was a real prospect of an unprecedented rise in cyber incidents in the coming months.[1] His warning connects the threat assessment to the need for organisations to address their resilience.[1][2]
Threat actors and wider exposure
The report warns that Russia and China will begin using AI more routinely in cyberattacks.[1] It describes Chinese cyber activity as the most sophisticated and sustained cyber challenge facing the UK.[1] The NCSC’s concern is not limited to the prospect of ransomware: its assessment also describes AI as a way for hostile actors to scale and improve cyberattack operations.[1] Horne referred to food not being on shelves, lights not being on, and businesses having gone under.[1]
The warning puts the condition of existing cyber defences, not just the arrival of new AI tools, at the centre of preparedness. Professionals responsible for technology, operations and budgets can use it as a prompt to assess resilience and investment priorities.
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For teamsHow this developed
3 November 2026
NCSC warns AI malware could target UK infrastructure within two years
Sources
- UK ‘highly likely’ to face AI-powered cyberattacks on key infrastructure within two years, report warns | The Independentindependent.co.uk
- Cyber chief: UK facing AI-powered attacks on critical infrastructure within two years | National Cyber Security Centrencsc.gov.uk
- Artificial intelligence and cyber intrusion | National Cyber Security Centrencsc.gov.uk
- UK critical systems at increased risk from 'digital divide' created by AI threats | National Cyber Security Centrencsc.gov.uk
- AI-powered malware ‘highly likely’ to be used to hack UK infrastructure by 2028 | AI (artificial intelligence) | The Guardiantheguardian.com