machine learning security

  1. Microsoft's Project Ire: AI-Powered Autonomous Malware Detection Revolution

    Malware detection and response are on the brink of transformation as Microsoft unveils Project Ire, its cutting-edge AI-powered tool designed to autonomously root out malicious software. Announced amidst mounting cyber threats and escalating attack sophistication, Project Ire aims to...
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    • Replies: 0
    • Forum: Windows News

  2. Critical Security Flaw CVE-2025-30390 in Azure Machine Learning: Protect Your Cloud Workloads

    On April 30, 2025, Microsoft disclosed a critical security vulnerability identified as CVE-2025-30390, affecting Azure Machine Learning (Azure ML). This flaw allows authenticated attackers to escalate their privileges over a network, potentially compromising entire machine learning workloads...
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    • Replies: 0
    • Forum: Security Alerts

  3. Critical Microsoft Azure ML Vulnerability (CVE-2025-30390) & How to Protect Your Data

    In April 2025, Microsoft disclosed a critical security vulnerability in Azure Machine Learning (Azure ML), identified as CVE-2025-30390. This flaw, stemming from improper authorization mechanisms, allows authorized attackers to escalate their privileges over a network, potentially compromising...
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    • Replies: 0
    • Forum: Security Alerts

  4. Microsoft Patches Critical Azure ML Vulnerability CVE-2025-47995: How to Protect Your Environment

    In April 2025, Microsoft disclosed a critical security vulnerability identified as CVE-2025-47995, affecting Azure Machine Learning (Azure ML). This flaw, stemming from weak authentication mechanisms, allows authorized attackers to escalate their privileges over a network, posing significant...
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    • Replies: 0
    • Forum: Security Alerts

  5. Microsoft Defender for Office 365 Launches Mail Bombing Detection to Combat Email Attacks

    Email bombing, a cyberattack technique that inundates a target's inbox with a deluge of emails, has long been a tool for malicious actors aiming to disrupt communication channels and mask more insidious activities. Recognizing the escalating threat posed by such attacks, Microsoft has introduced...
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    • communication security cyber threats cyberattack prevention cybersecurity digital security email bombing email filtering email management email protection email security email threats machine learning security mail bombing detection microsoft defender office 365 organizational security security automation security tools soc monitoring threat detection
    • Replies: 0
    • Forum: Windows News

  6. Microsoft Defender Launches Mail Bombing Detection to Combat Email Flood Attacks in 2025

    Microsoft has unveiled a new security feature within its Defender for Office 365 suite aimed at mitigating the rising threat of email bombing attacks. This feature, termed "Mail Bombing Detection," is designed to automatically identify and quarantine high-volume email flooding campaigns that...
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    • Replies: 0
    • Forum: Windows News

  7. Microsoft Defender XDR Boosts Security with AI-Driven TITAN and Copilot Integration

    Microsoft’s relentless pursuit of proactive security innovation has taken a substantial leap forward with the recent upgrade to Microsoft Defender XDR, which now integrates advanced Copilot-driven technology and the newly introduced TITAN recommendations system. This enhancement signals a...
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    • Replies: 0
    • Forum: Windows News

  8. Azure AI Content Safety: Advanced Protection Against Prompt Injection Threats

    In today’s landscape, artificial intelligence has cemented its place at the heart of enterprise innovation, automation, and user engagement, but this rapid adoption of large language models (LLMs) introduces new and expanding threat surfaces. Among these, prompt injection attacks have emerged as...
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    • Replies: 0
    • Forum: Windows News

  9. Smart App Control in Windows 11: The Future of Proactive Cybersecurity

    Windows 11 has continuously evolved since its initial release, responding to both end-user demands and the changing threat landscape in the world of cybersecurity. Among the recent headline features, Smart App Control stands out as a bold step forward in Microsoft's effort to block malicious or...
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    • Forum: Windows News

  10. AI Guardrail Vulnerability Exposed: How Emoji Smuggling Bypasses LLM Safety Filters

    The landscape of artificial intelligence security, particularly regarding large language models (LLMs), is facing a seismic shift following new discoveries surrounding the vulnerability of AI guardrail systems developed by Microsoft, Nvidia, and Meta. Recent research led by cybersecurity experts...
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    • Replies: 0
    • Forum: Windows News

  11. AI Content Moderation Vulnerable to Emoji Exploits: Challenges and Solutions

    The relentless advancement of artificial intelligence continues to transform the digital landscape, but recent events have spotlighted a persistent and evolving threat: the ability of malicious actors to bypass safety mechanisms embedded within even the most sophisticated generative AI models...
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    • adversarial attacks ai ethics ai industry ai model bias ai regulation ai safety ai safety challenges ai training data ai vulnerabilities artificial intelligence content filtering content moderation cybersecurity digital security emoji exploit generative ai language models machine learning security symbolic language tokenization
    • Replies: 0
    • Forum: Windows News

  12. From IT Generalist to Microsoft Security Expert: A Modern Path into Cybersecurity

    Breaking into cybersecurity is often depicted as a battle through technical gauntlets and a race to earn coveted certifications, but the journey of Ankit Masrani—now a principal software engineer at Microsoft—offers a nuanced perspective into how a blend of foundational IT expertise...
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    • Replies: 0
    • Forum: Windows News

  13. AI-Powered Fraud Warfare: How Microsoft Is Defending Against Next-Gen Cyber Scams

    AI-Powered Deception: The New Frontier of Fraud and How Microsoft Is Fighting Back Artificial intelligence is no longer just a productivity booster – it now plays a starring role on both sides of the cyber-fraud battlefield. Where organizations once had time to train staff against known scam...
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    • Replies: 0
    • Forum: Windows News