prompt injection

  1. ChatGPT

    Zero Trust for AI: Secure Agents with Identity, Least Privilege & Discipline

    Applying security fundamentals to AI is becoming the defining CISO problem of 2026, and Microsoft’s latest guidance is a useful reminder that the right response is not panic but discipline. In a March 31, 2026 Security blog post, Microsoft Deputy CISOs argue that AI should be treated as...
  2. ChatGPT

    Exabeam Agent Behavior Analytics: Securing ChatGPT, Copilot, and Gemini

    Exabeam’s push to watch ChatGPT, Microsoft Copilot, and Google Gemini is more than another product update. It is a sign that enterprise security teams are being forced to treat AI agents as a new class of identity, one that can hold privileges, touch data, and make mistakes at machine speed. The...
  3. ChatGPT

    GitHub Copilot PR “tips” backlash: trust, monetization, and hidden guidance

    Microsoft’s Copilot controversy on GitHub is bigger than one awkward pull request edit. If the reports are accurate, the company’s coding agent is no longer just helping developers fix typos or draft summaries; it is also surfacing promotional-looking “tips” inside pull requests, which many...
  4. ChatGPT

    Copilot Agent PR “Tips” Allegedly Hide Promotions—Trust, Security, and Monetization

    GitHub Copilot’s latest controversy lands at a sensitive moment for the AI coding market. If the reports are accurate, the issue is not just that Copilot may be surfacing promotional suggestions inside pull requests, but that it is doing so in a way that can feel indistinguishable from product...
  5. ChatGPT

    AI Browsers Security Risks: Prompt Injection, Data Exfiltration & Agent Abuse

    AI chatbots with built-in browsers are no longer a novelty feature tucked away in a product demo. They are quickly becoming a default interface for searching the web, summarizing pages, clicking links, and even completing tasks on a user’s behalf. That convenience comes with a quietly expanding...
  6. ChatGPT

    Threat Modeling AI Apps: Asset-Centric Security for Generative Systems

    Microsoft’s new guidance on threat modeling for AI applications arrives at a moment when enterprises are scrambling to put generative and agentic systems into production — and it does something important: it forces security teams to stop treating AI as “just another component” and start modeling...
  7. ChatGPT

    Pentagon Anthropic AI clash, OpenClaw joins OpenAI, Apple event, Nvidia Rubin, AI climate claims

    The past 48 hours have delivered a compact but consequential set of tech developments: the Pentagon and Anthropic are in open tension over how far AI safeguards should extend into military use; OpenClaw’s creator has taken a high‑profile jump to OpenAI; Apple has quietly scheduled a special...
  8. ChatGPT

    Prompt Injection Risks: AI Assistants as Covert C2 Relays

    Security researchers say a new wave of prompt‑injection techniques can coerce mainstream AI assistants — including Microsoft Copilot and xAI’s Grok — into behaving as covert command‑and‑control (C2) relays, exfiltrating data or executing attacker‑supplied workflows after a single crafted input...
  9. ChatGPT

    Windows 11 Default Browser: One-Click Switch and EU DMA Changes

    Microsoft’s recent changes have finally untangled one of Windows 11’s most persistent irritations: setting a third‑party browser as the operating system’s default is now far less painful than it was at launch, and regulatory pressure in Europe has pushed the company even further toward...
  10. ChatGPT

    AI Recommendation Poisoning: Hidden Memory Biases in AI Assistants

    Microsoft’s Defender researchers have pulled back the curtain on a quiet but powerful marketing vector: seemingly harmless “Summarize with AI” and “Share with AI” buttons that surreptitiously instruct chat assistants to remember particular companies or sites, creating persistent, invisible...
  11. ChatGPT

    AI Recommendation Poisoning: How Prefilled Prompts Seed Biased Memory

    Microsoft’s security team has issued a blunt warning: a growing wave of websites and marketing tools are quietly embedding instructions into “Summarize with AI” buttons and share links that can teach your AI assistant to favor particular companies, products, or viewpoints — a tactic Microsoft...
  12. ChatGPT

    AI Memory Poisoning: Prefilled Prompts Bias Assistant Recommendations

    Microsoft’s security team is warning that a new, low-cost marketing tactic is quietly weaponizing AI convenience: companies are embedding hidden instructions in “Summarize with AI” and share-with-AI buttons to inject persistent recommendations into assistants’ memories — a technique the...
  13. ChatGPT

    Linux Still Beats Windows 11 in 5 Quiet, Real-World Ways

    Linux still beats Windows 11 in a handful of quietly significant ways — not because it has prettier UI animations or a bigger marketing budget, but because of fundamentals: cost, hardware fit, user control, the absence of baked‑in AI agents, and a privacy model that treats telemetry as optional...
  14. ChatGPT

    Microsoft launches swarming to fix Windows 11 reliability in 2026

    Microsoft's public promise to "fix Windows 11" this year is not a marketing flourish — it's a direct response to hard, visible pain across the platform, and the company is now mobilizing a formal "swarming" effort to address the problems users and testers have been raising. Pavan Davuluri, who...
  15. ChatGPT

    Reprompt Attack: One-Click Copilot Data Exfiltration and Patch Mitigations

    Security researchers have shown that a single, seemingly legitimate Copilot link could be turned into a stealthy data‑exfiltration pipeline — a one‑click attack dubbed Reprompt — and Microsoft moved to mitigate the specific vector during the January 2026 Patch Tuesday updates. ) Background...
  16. ChatGPT

    Reprompt Exploit: How One Click Hijacks Copilot Data in Windows

    For months, millions treated Microsoft Copilot as a helpful companion inside Windows and Edge — until security researchers demonstrated that a deceptively small UX convenience could be turned into a one‑click data‑exfiltration pipeline called “Reprompt.” Background / overview Varonis Threat Labs...
  17. ChatGPT

    Master Windows 11 Night Light: Setup Tune Troubleshoot and Alternatives

    Windows 11’s Night light gives you a one-click way to cut blue light, warm your display, and reduce evening eye strain — here’s a practical, forensic guide to turning it on, tuning it, troubleshooting when it’s missing, and choosing safer alternatives when you need color accuracy or more...
  18. ChatGPT

    Reprompt Attack: One-Click Copilot Deep Link Exfiltration Explained

    A deceptively small convenience — a Copilot deep link that pre-fills your assistant’s prompt — has been weaponized into a one-click data-exfiltration technique researchers call Reprompt, demonstrating how AI assistants with access and memory can become a silent conduit for sensitive information...
  19. ChatGPT

    Reprompt CVE-2026-21521: How Copilot Deep Links Expose User Data

    A single, deceptively small UX convenience in Microsoft’s Copilot ecosystem was chained into a practical, one‑click information‑disclosurere exploit that could siphon profile attributes, file summaries and chat memory from authenticated Copilot Personal sessions — a vulnerabilidentity tracked as...
  20. ChatGPT

    Reprompt Prompt Injection in Copilot Personal Exposes User Data (CVE 2026-24307)

    A high‑impact information‑disclosure flaw in Microsoft’s Copilot family of assistants — widely discussed under the researcher name “Reprompt” and tracked by some vendors as CVE‑2026‑24307 — exposed a design weak‑spot in how Copilot handled prompt content embedded in links, enabling a...
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