• Home
  • Cyber Crime
  • Cyber warfare
  • APT
  • Data Breach
  • Deep Web
  • Digital ID
  • Hacking
  • Hacktivism
  • Intelligence
  • Internet of Things
  • Laws and regulations
  • Malware
  • Mobile
  • Reports
  • Security
  • Social Networks
  • Terrorism
  • ICS-SCADA
  • POLICIES
  • Contact me
MUST READ

SECURITY AFFAIRS MALWARE NEWSLETTER ROUND 55

 | 

Security Affairs newsletter Round 534 by Pierluigi Paganini – INTERNATIONAL EDITION

 | 

Law enforcement operations seized BlackSuit ransomware gang’s darknet sites

 | 

Arizona woman sentenced for aiding North Korea in U.S. IT job fraud scheme

 | 

Operation CargoTalon targets Russia’s aerospace with EAGLET malware,

 | 

Unpatched flaw in EoL LG LNV5110R cameras lets hackers gain Admin access

 | 

Koske, a new AI-Generated Linux malware appears in the threat landscape

 | 

Mitel patches critical MiVoice MX-ONE Auth bypass flaw

 | 

Coyote malware is first-ever malware abusing Windows UI Automation

 | 

SonicWall fixed critical flaw in SMA 100 devices exploited in Overstep malware attacks

 | 

DSPM & AI Are Booming: $17.87B and $4.8T Markets by 2033

 | 

Stealth backdoor found in WordPress mu-Plugins folder

 | 

U.S. CISA adds CrushFTP, Google Chromium, and SysAid flaws to its Known Exploited Vulnerabilities catalog

 | 

U.S. CISA urges FCEB agencies to fix two Microsoft SharePoint flaws immediately and added them to its Known Exploited Vulnerabilities catalog

 | 

Sophos fixed two critical Sophos Firewall vulnerabilities

 | 

French Authorities confirm XSS.is admin arrested in Ukraine

 | 

Microsoft linked attacks on SharePoint flaws to China-nexus actors

 | 

Cisco confirms active exploitation of ISE and ISE-PIC flaws

 | 

SharePoint under fire: new ToolShell attacks target enterprises

 | 

CrushFTP zero-day actively exploited at least since July 18

 | 
  • Home
  • Cyber Crime
  • Cyber warfare
  • APT
  • Data Breach
  • Deep Web
  • Digital ID
  • Hacking
  • Hacktivism
  • Intelligence
  • Internet of Things
  • Laws and regulations
  • Malware
  • Mobile
  • Reports
  • Security
  • Social Networks
  • Terrorism
  • ICS-SCADA
  • POLICIES
  • Contact me
  • Home
  • Uncategorized
  • AI in the Cloud: The Rising Tide of Security and Privacy Risks

AI in the Cloud: The Rising Tide of Security and Privacy Risks

Pierluigi Paganini May 16, 2025

Over half of firms adopted AI in 2024, but cloud tools like Azure OpenAI raise growing concerns over data security and privacy risks.

As enterprises embrace artificial intelligence (AI) to streamline operations and accelerate decision-making, a growing number are turning to cloud-based platforms like Azure OpenAI, AWS Bedrock, and Google Bard. In 2024 alone, over half of organizations adopted AI to build custom applications. While these tools deliver clear productivity gains, they also expose businesses to complex new risks, particularly around data security and privacy.

The Dual Edge of Generative AI

At the heart of modern enterprise AI are generative platforms that power copilots and agents capable of summarizing documents, answering questions, and generating content. Many of these services use techniques like Retrieval-Augmented Generation (RAG), where an AI model dynamically pulls information from knowledge bases or vector databases to provide relevant responses.

But RAG also introduces risk: if access controls are too broad, users may inadvertently (or maliciously) retrieve confidential corporate data. Misconfigured AI agents, for example, might expose sensitive sales reports or customer records to employees who shouldn’t have access.

Misconfigurations and Overexposure

These risks often stem from overly permissive configurations. When AI agents are integrated with enterprise systems, like S3, SharePoint, or Google Drive – it’s essential that their access be governed with strict role-based policies. In one potential scenario, a developer might use an AI copilot intended for Sales and unintentionally access PII or financial data due to lax restrictions.

Custom AI Models Bring Their Own Set of Challenges

Beyond third-party services, many companies build in-house AI and ML models for tasks like credit scoring, fraud detection, or customer personalization. While these models can offer a competitive edge, they pose substantial risks when:

  • Sensitive training data isn’t masked or minimized
  • Model storage environments aren’t properly secured
  • Access controls are poorly defined or unenforced
  • Deployed models are exposed to unauthorized users
  • “Shadow AI” models go unmonitored, creating blind spots

For instance, a model trained on personal identifiers could inadvertently leak information if not properly governed during training or deployment.

Why Traditional Safeguards Fall Short

Many companies rely on employee training and data handling policies to address these risks. While valuable, these efforts are not enough. Human error is inevitable, and without real-time monitoring and automated controls, sensitive data can still slip through the cracks.

Moving Forward: Principles for Secure AI Use

As AI continues to transform how organizations operate, its adoption must be paired with a proactive and principled approach to data security. This means going beyond basic controls – enforcing granular access, minimizing sensitive data exposure in training pipelines, and continuously monitoring usage to detect misuse or drift. By embracing strong AI data governance practices today, organizations can unlock AI’s full potential while ensuring privacy, compliance, and trust remain at the core of innovation.

About the author: Veronica Marinov, Security Researcher at Sentra.

Follow me on Twitter: @securityaffairs and Facebook and Mastodon

Pierluigi Paganini

(SecurityAffairs – hacking, privacy)


facebook linkedin twitter

you might also like

Pierluigi Paganini July 20, 2025
Singapore warns China-linked group UNC3886 targets its critical infrastructure
Read more
Pierluigi Paganini July 03, 2025
Kelly Benefits data breach has impacted 550,000 people, and the situation continues to worsen as the investigation progresses
Read more

leave a comment

newsletter

Subscribe to my email list and stay
up-to-date!

    recent articles

    SECURITY AFFAIRS MALWARE NEWSLETTER ROUND 55

    Malware / July 27, 2025

    Security Affairs newsletter Round 534 by Pierluigi Paganini – INTERNATIONAL EDITION

    Breaking News / July 27, 2025

    Law enforcement operations seized BlackSuit ransomware gang’s darknet sites

    Cyber Crime / July 26, 2025

    Arizona woman sentenced for aiding North Korea in U.S. IT job fraud scheme

    Intelligence / July 26, 2025

    Operation CargoTalon targets Russia’s aerospace with EAGLET malware,

    Intelligence / July 25, 2025

    To contact me write an email to:

    Pierluigi Paganini :
    pierluigi.paganini@securityaffairs.co

    LEARN MORE

    QUICK LINKS

    • Home
    • Cyber Crime
    • Cyber warfare
    • APT
    • Data Breach
    • Deep Web
    • Digital ID
    • Hacking
    • Hacktivism
    • Intelligence
    • Internet of Things
    • Laws and regulations
    • Malware
    • Mobile
    • Reports
    • Security
    • Social Networks
    • Terrorism
    • ICS-SCADA
    • POLICIES
    • Contact me

    Copyright@securityaffairs 2024

    We use cookies on our website to give you the most relevant experience by remembering your preferences and repeat visits. By clicking “Accept All”, you consent to the use of ALL the cookies. However, you may visit "Cookie Settings" to provide a controlled consent.
    Cookie SettingsAccept All
    Manage consent

    Privacy Overview

    This website uses cookies to improve your experience while you navigate through the website. Out of these cookies, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities...
    Necessary
    Always Enabled
    Necessary cookies are absolutely essential for the website to function properly. This category only includes cookies that ensures basic functionalities and security features of the website. These cookies do not store any personal information.
    Non-necessary
    Any cookies that may not be particularly necessary for the website to function and is used specifically to collect user personal data via analytics, ads, other embedded contents are termed as non-necessary cookies. It is mandatory to procure user consent prior to running these cookies on your website.
    SAVE & ACCEPT