Microsoft reports wider AI use by North Korean hacking groups
Microsoft Threat Intelligence reported that North Korean hacking groups are using AI across phishing, identity spoofing, malware creation and software supply-chain attacks. Its assessment found three groups at the highest AI-adoption tier, but said the operations are not fully autonomous.

Key takeaways · 4
- 01
Microsoft put Jade Sleet, Coral Sleet and Jasper Sleet in its highest AI-adoption tier, where AI is integrated into routine attack tasks.
- 02
One group created more than 100 tailored PDF phishing lures in August and September; signs indicated dozens were generated within minutes.
- 03
Microsoft confirmed fake job offers sent through three front companies from June 8 to 12, targeting workers in AI, blockchain and cybersecurity.
- 04
Microsoft advised companies to verify applicants’ identities and work histories and strengthen security systems and malware detection.
AI use spans several attack tasks
Microsoft’s report, released on the 29th local time, described AI use in phishing, identity spoofing, malware creation and software supply-chain attacks.[1] The company assessed eight North Korean hacking groups and placed three—Jade Sleet, Coral Sleet and Jasper Sleet—in its highest adoption tier, meaning AI is integrated into routine attack tasks.[1][2] Four groups were in an acceleration phase, where AI use is spreading quickly, and one was in an expansion phase, where AI has been introduced into some tasks.[1] These categories describe different levels of adoption, rather than a claim that every group uses AI in the same way.
Phishing output can be produced quickly
Microsoft found that one North Korean group created more than 100 PDF phishing-lure documents tailored to targets in August and September.[1] It found signs that dozens of those documents were generated within minutes.[1] Microsoft said AI helped the group produce tailored documents quickly and increase the scale and efficiency of its phishing attacks.[1] Separately, Microsoft confirmed that a North Korean group used three front companies to send fake job offers from June 8 to 12 to workers in AI, blockchain and cybersecurity.[1] Chosun reported that distribution of the South Korea-targeted phishing documents and any resulting damage had not been confirmed.[2]
Coding tools and supply-chain activity
Microsoft assessed that North Korean hackers may have used AI coding tools such as Cursor to help write malware, fix code errors and develop techniques to evade security detection.[1] It also said Onyx Sleet and Pearl Sleet have used ARTEX, an open-source AI penetration-testing framework, in real operations since late October.[1] In an attack procedure introduced in April, Coral Sleet embedded malicious code in companies’ private GitHub repositories, according to Microsoft’s assessment.[2] Microsoft said the capability’s rapid development and widespread use strongly suggested AI-based development tools were involved, but did not identify the companies targeted or the scale of damage.[2]
Human decisions remain central
Microsoft said the groups have not reached fully autonomous attacks that run without human involvement.[1] It said humans still set attack objectives and make major decisions in North Korean hacking operations.[2] The report also estimated that Sapphire Sleet used AI to improve malware functionality in an August attack on software developers.[2] As a separate earlier example, Chosun reported a confirmed case in July of the previous year involving malicious emails with AI-generated images that impersonated a South Korean military-related institution.[2] Microsoft advised companies to verify job applicants’ identities and work histories and strengthen security systems and malware detection.[1]
For security and hiring teams, the report points to AI-assisted tailoring and faster production as considerations for phishing defenses and applicant checks. It also sets a boundary on what the findings show: Microsoft says people remain involved in major decisions, and Chosun reported that distribution and damage from the South Korea-targeted documents were unconfirmed.
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30 October 2026
Microsoft reports wider AI use by North Korean hacking groups