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UK National Cyber Security Centre

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NCSC Warns Shadow AI Creates New Security Risks

UK NCSC warns that unapproved AI tools used by 71% of UK employees expose corporate data and create hard-to-detect organizational security risks.

The UK's National Cyber Security Centre warned on 7 September that shadow AI, unapproved AI tools used outside organizational controls, creates visibility gaps and raises risks of data breaches, intellectual property loss, and regulatory non-compliance. It cited Microsoft research finding 71% of UK employees had used AI tools not approved by their employer. NCSC also warned AI agents can carry critical vulnerabilities, allowing attackers who exploit one to inherit the agent's data access, services and privileges, and that attackers are highly likely to abuse agents with looser guardrails. The agency recommended reducing rather than eliminating shadow AI through positive security culture and clear guardrails.

Infosecurity Magazine · 9d agoAI safety & security

Ncsc Raises Alarms Prompt

The UK NCSC raised alarms about prompt injection risks in LLM-integrated systems, urging organizations deploying AI to review exposure.

The UK National Cyber Security Centre (NCSC) has raised alarms about prompt injection attacks against systems using large language models. The warning highlights how attackers can manipulate model instructions to bypass safeguards, exfiltrate data, or trigger unintended agent actions. Organizations deploying LLM-based features are advised to assess and mitigate their exposure to this technique.

Infosecurity Magazine · 28d agoAI safety & security

Microsoft’s massive Patch Tuesday releases continue as AI reshapes bug discovery

Microsoft patches 419 vulnerabilities in record-breaking Patch Tuesday; Windows Winsock zero-day CVE-2026-68820 is actively exploited by Lazarus Group.

Microsoft's August Patch Tuesday fixes 419 vulnerabilities (62 critical, 357 important), among the largest monthly counts on record, following 206 fixes in June and 622 in July as AI-assisted discovery drives unprecedented volume. Three flaws are zero-days; Windows Winsock bug CVE-2026-68820 is exploited in the wild by Lazarus Group in job-themed attacks using PDFs with a trojanised reader. CVE-2026-62832, publicly disclosed by researcher Nightmare Eclipse via the LegacyHive PoC, is also patched. Microsoft now lists bugs by product family instead of itemized CVEs, which defenders warn complicates triage.

The Record · Aug 12, 2026Vulnerability in the wildCVE-2026-68820CVE-2026-62832

Related CVEs

  • CVE-2026-688207.06%
    Use-After-Free Local Privilege Escalation in Microsoft Windows WinSock AFD Driver
    CVE-2026-68820 is a use-after-free (CWE-416) in the Windows Ancillary Function Driver for WinSock (afd.sys), the kernel component that handles Winsock socket operations. A local, authenticated attacker can trigger the memory corruption through crafted socket activity, and the high attack-complexity score (AV:L/AC:H/PR:L) indicates exploitation requires a specific, likely race-sensitive sequence of operations. Successful exploitation elevates privileges to SYSTEM, giving the attacker full control of the host, and public reporting describes deployment of a backdoor after privilege escalation. Virtually every Windows 10, Windows 11, and Windows Server (2012-2022) installation ships this driver, so the affected population is essentially the entire supported Windows installed base. The flaw is being exploited in the wild: CISA added it to the KEV on 2026-08-11, Microsoft fixed it in the August 2026 Patch Tuesday release, and reporting ties active exploitation to North Korea's Lazarus group, who paired the zero-day with fake job-offer lures.
    · Microsoft Windows Ancillary Function Driver for WinSock (afd.sys) as shipped with the Windows versions listed below · Microsoft Windows 10 1607, 1809, 21H2, 22H2 KEVmass
  • CVE-2026-628327.83%
    Local Privilege Escalation via Link Following in Windows User Profile Service
    CVE-2026-62832 is a local privilege escalation flaw (CWE-59, improper link resolution, or 'link following') in the Windows User Profile Service. An attacker who already holds a limited local account on an affected machine can cause the service to follow a symbolic link or junction before it validates file access, so the service performs file operations with elevated rights. Successful exploitation grants elevated privileges on the local system — typically up to administrator/SYSTEM level — with no user interaction required. Affected platforms include Windows 10 21H2 and 22H2, Windows 11 23H2 through 26H1, and Windows Server 2022 and 2025, which together span essentially the entire supported Windows estate. As of this analysis there is no public proof-of-concept, no CISA KEV listing, and no confirmed in-the-wild exploitation of this specific flaw; EPSS estimates a 3.3% (88th percentile) chance of exploitation within 30 days, although Microsoft's August 2026 Patch Tuesday fixed 400+ vulnerabilities and a separate zero-day (CVE-2026-68820) is under active attack.
    · microsoft Windows 10 21H2 · microsoft Windows 10 22H2mass

Appears with

organization NCSC 2vendor Microsoft 2threat actor Lazarus Group 1organization Five Eyes 1product Windows 1
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