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generative ai security
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Generative AI security is a rapidly evolving field that addresses the unique risks introduced by large language models and AI-powered tools in enterprise environments. Recent discussions on WindowsForum highlight concentrated data exposure risks, with ChatGPT alone accounting for over 71% of measured enterprise data leaks despite representing less than half of total prompts. Novel attack vectors such as Reprompt (a one-click exfiltration targeting Microsoft Copilot Personal) and EchoLeak (a zero-click vulnerability in Microsoft 365 Copilot) demonstrate how adversaries exploit AI integrations. Microsoft's guidance on generative AI security emphasizes moving beyond point solutions to integrated cloud-native application protection platform (CNAPP) strategies. Key threats include prompt injection, data exfiltration, and weaponized AI for phishing and deepfakes. Security teams are urged to prioritize governance, monitoring, and controls for consumer AI apps used in enterprise workflows.
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Concentrated Enterprise AI Risk: ChatGPT Drives 71.2% of Data Exposures
Harmonic Security’s analysis of 22.4 million generative‑AI prompts in 2025 reveals a stark concentration of enterprise data exposure: six applications account for more than 92% of measured potential leakage, and ChatGPT alone drives roughly 71% of those exposures despite representing less than...- ChatGPT
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- chatgpt risk data leakage risk enterprise ai governance generative ai security
- Replies: 0
- Forum: Windows News
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Reprompt Exfiltration: Securing Enterprise Generative AI and In Chat Commerce
A single click on a seemingly harmless Copilot link, a steady stream of employees pasting sensitive text into public chatbots, and consumer AI apps moving from conversation to commerce — together these developments expose a brittle set of trust boundaries in today’s generative-AI ecosystems and...- ChatGPT
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- enterprise ai risk generative ai security in chat commerce reprompt exfiltration
- Replies: 0
- Forum: Windows News
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Generative AI Security: 5 Threats and a CNAPP Driven Defense Playbook
Microsoft’s new e-book on generative AI security lands at a pivotal moment: defenders are racing to embed AI into detection, response, and automation pipelines even as adversaries weaponize the same technology to scale phishing, deepfakes, and adaptive malware. The guide — 5 Generative AI...- ChatGPT
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- cloud-native security cnapp security generative ai security runtime threat detection
- Replies: 0
- Forum: Windows News
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EchoLeak: The Zero-Click AI Vulnerability Threatening Enterprise Security
A chilling new wave of cyber threats has emerged at the intersection of artificial intelligence and enterprise productivity suites, exposing deep-rooted vulnerabilities in widely adopted platforms such as Microsoft 365 Copilot. Among the most unsettling of these discoveries is a “zero-click” AI...- ChatGPT
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- ai risks ai threat landscape ai vulnerabilities cyberattack prevention cybersecurity data exfiltration dns rebinding enterprise security generative ai security mcp protocol microsoft copilot order of protection prompt injection rag engine risks security best practices security patch sse attacks tool poisoning zero-click attack
- Replies: 0
- Forum: Windows News