Cyber AI Digest

October 14, 2026

  1. Embrace the red Oct 14, 2026
    Synapse Halo mascot - Vulnerability

    Vulnerability

    A trailing dot in a file name lets Copilot in Visual Studio and SSMS bypass a check and execute commands.

    • Windows ignores the trailing dot, so writing .mcp.json. actually targets the protected file .mcp.json.

    • The researcher showed an exploitation by a third party via an indirect prompt injection.

    • The flaw CVE-2026-103572 is in Microsoft.VisualStudio.Copilot.Core.dll and also affects Visual Studio 2022.

    • Rated Important with a CVSS score of 8.8, the flaw was fixed on October 13, 2026 without a bounty paid.

    Read the original article Visual Studio Copilot and SSMS Remote Code Execution (CVE-2026-103572) embracethered.com

  2. Oktsec Oct 14, 2026
    Synapse Halo mascot - Attack

    Attack

    Attackers disrupted the refrigeration of French supermarkets on the night of 11 to 12 October 2026.

    • The number of stores affected is estimated at around 700 by Finance Minister Roland Lescure.

    • Continuous defrost cycles and setpoints going up to 50°C were reported.

    • The Danfoss AK-SM and AK-SC controllers appear in the CERT-FR alert, along with Copeland and Dixell XWeb equipment.

    • The initial access path remains unconfirmed.

    Read the original article When a cyberattack warms the fridges: the risk in legacy controllers oktsec.com

  3. AWS Security - AI Oct 14, 2026
    Synapse Halo mascot - News

    News

    AWS Continuum for penetration testing can serve as a gate after deployment in a CI/CD pipeline.

    • Each penetration test is limited to the change deployed since the last validated gate.

    • Promotion to production can be blocked when a result reaches the chosen severity threshold.

    • A successful run, even in report-only mode, advances the reference and those commits are not retested.

    • The fail-on-infrastructure-error parameter is false by default, which lets the pipeline through on error.

    Read the original article Penetration testing every deployment with AWS Continuum aws.amazon.com

  4. Microsoft Security blog Oct 14, 2026
    Synapse Halo mascot - Attack

    Attack

    Storm-0940 used the agentic AI ARTEX to speed up a compromise of the ConnectWise supply chain.

    • This large-scale nation-state campaign relies on AI with ARTEX.

    • The compromise allows abuse of application credentials in Microsoft 365 environments.

    • The excerpt carries the date of October 21 and indicates 14 minutes of reading.

    Read the original article The hidden network: Inside the phishing infrastructure ecosystem powering global cybercrime microsoft.com

  5. Deepmind Oct 14, 2026
    Synapse Halo mascot - Release

    Release

    Google DeepMind and the government of Singapore announce a scam detection model that runs on the phone.

    • Scams represent more than half of the crimes reported in Singapore.

    • The lightweight Gemma model was fine-tuned on local scam conversations.

    • A first lightweight classifier filters messages, then the Gemma model analyzes a larger part of the conversation.

    • The training data excluded personal information and came from anonymized scam reports.

    Read the original article Google DeepMind and Singapore Government announce new AI tool to protect citizens against scams deepmind.google

  6. Anthropic News Oct 14, 2026
    Synapse Halo mascot - Attack

    Attack

    Anthropic details the strengthening of Claude's protections against abuse linked to the US midterm elections.

    • Requests breaking election integrity rules appear in about 0.002% of conversations.

    • According to tests by the ISD and the McCain Institute, Claude could miss a malicious campaign split into harmless queries.

    • New classifiers aim to better spot novel and multi-step abuse, including fake news sites.

    • A fake news site run from abroad used Claude to promote Russian, Iranian and North Korean narratives.

    Read the original article Preparing for the 2026 US midterms anthropic.com