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Category — API Security
Microsoft Exposes LLMjacking Cybercriminals Behind Azure AI Abuse Scheme

Microsoft Exposes LLMjacking Cybercriminals Behind Azure AI Abuse Scheme

Feb 28, 2025 API Security / AI Security
Microsoft on Thursday unmasked four of the individuals that it said were behind an Azure Abuse Enterprise scheme that involves leveraging unauthorized access to generative artificial intelligence (GenAI) services in order to produce offensive and harmful content. The campaign, called LLMjacking, has targeted various AI offerings, including Microsoft's Azure OpenAI Service. The tech giant is tracking the cybercrime network as Storm-2139. The individuals named are - Arian Yadegarnia aka "Fiz" of Iran, Alan Krysiak aka "Drago" of United Kingdom, Ricky Yuen aka "cg-dot" of Hong Kong, China, and Phát Phùng Tấn aka "Asakuri" of Vietnam "Members of Storm-2139 exploited exposed customer credentials scraped from public sources to unlawfully access accounts with certain generative AI services," Steven Masada, assistant general counsel for Microsoft's Digital Crimes Unit (DCU), said . "They then altered the capabilities of ...
12,000+ API Keys and Passwords Found in Public Datasets Used for LLM Training

12,000+ API Keys and Passwords Found in Public Datasets Used for LLM Training

Feb 28, 2025 Machine Learning / Data Privacy
A dataset used to train large language models (LLMs) has been found to contain nearly 12,000 live secrets, which allow for successful authentication. The findings once again highlight how hard-coded credentials pose a severe security risk to users and organizations alike, not to mention compounding the problem when LLMs end up suggesting insecure coding practices to their users. Truffle Security said it downloaded a December 2024 archive from Common Crawl , which maintains a free, open repository of web crawl data. The massive dataset contains over 250 billion pages spanning 18 years.  The archive specifically contains 400TB of compressed web data, 90,000 WARC files (Web ARChive format), and data from 47.5 million hosts across 38.3 million registered domains. The company's analysis found that there are 219 different secret types in the Common Crawl archive, including Amazon Web Services (AWS) root keys, Slack webhooks, and Mailchimp API keys. "'Live' secrets ar...
Why The Modern Google Workspace Needs Unified Security

Why The Modern Google Workspace Needs Unified Security

Mar 10, 2025Data Protection / SaaS Security
The Need For Unified Security Google Workspace is where teams collaborate, share ideas, and get work done. But while it makes work easier, it also creates new security challenges. Cybercriminals are constantly evolving, finding ways to exploit misconfigurations, steal sensitive data, and hijack user accounts. Many organizations try to secure their environment by piecing together different security tools, hoping that multiple layers of protection will keep them safe.  But in reality, this patchwork approach often creates blind spots, making it harder—not easier—to defend against threats. To truly secure Google Workspace, businesses need a unified security strategy that offers complete protection without unnecessary complexity. The problem with most security solutions is that they only solve part of the puzzle. Point solutions, like tools that block malware or phishing attacks, might work well for a specific type of threat but fail to recognize suspicious user behavior, unauthori...
AI and Security - A New Puzzle to Figure Out

AI and Security - A New Puzzle to Figure Out

Feb 13, 2025 AI Security / Data Protection
AI is everywhere now, transforming how businesses operate and how users engage with apps, devices, and services. A lot of applications now have some Artificial Intelligence inside, whether supporting a chat interface, intelligently analyzing data or matching user preferences. No question AI benefits users, but it also brings new security challenges, especially Identity-related security challenges. Let's explore what these challenges are and what you can do to face them with Okta. Which AI? Everyone talks about AI, but this term is very general, and several technologies fall under this umbrella. For example, symbolic AI uses technologies such as logic programming, expert systems, and semantic networks. Other approaches use neural networks, Bayesian networks, and other tools. Newer Generative AI uses Machine Learning (ML) and Large Language Models (LLM) as core technologies to generate content such as text, images, video, audio, etc. Many of the applications we use most often toda...
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The State of GRC 2025: From Cost Center to Strategic Business Driver

websiteDrataGovernance / Compliance
Drata's new report takes a look at how GRC professionals are approaching data protection regulations, AI, and the ability to maintain customer trust.
Cisco Patches Critical ISE Vulnerabilities Enabling Root CmdExec and PrivEsc

Cisco Patches Critical ISE Vulnerabilities Enabling Root CmdExec and PrivEsc

Feb 06, 2025 United States
Cisco has released updates to address two critical security flaws Identity Services Engine (ISE) that could allow remote attackers to execute arbitrary commands and elevate privileges on susceptible devices. The vulnerabilities are listed below - CVE-2025-20124 (CVSS score: 9.9) - An insecure Java deserialization vulnerability in an API of Cisco ISE that could permit an authenticated, remote attacker to execute arbitrary commands as the root user on an affected device. CVE-2025-20125 (CVSS score: 9.1) - An authorization bypass vulnerability in an API of Cisco ISE could could permit an authenticated, remote attacker with valid read-only credentials to obtain sensitive information, change node configurations, and restart the node An attacker could weaponize either of the flaws by sending a crafted serialized Java object or an HTTP request to an unspecified API endpoint, leading to privilege escalation and code execution. Cisco said the two vulnerabilities are not dependent on...
BeyondTrust Zero-Day Breach Exposed 17 SaaS Customers via Compromised API Key

BeyondTrust Zero-Day Breach Exposed 17 SaaS Customers via Compromised API Key

Feb 01, 2025 Vulnerability / Zero-Day
BeyondTrust has revealed it completed an investigation into a recent cybersecurity incident that targeted some of the company's Remote Support SaaS instances by making use of a compromised API key. The company said the breach involved 17 Remote Support SaaS customers and that the API key was used to enable unauthorized access by resetting local application passwords. The breach was first flagged on December 5, 2024. "The investigation determined that a zero-day vulnerability of a third-party application was used to gain access to an online asset in a BeyondTrust AWS account," the company said this week. "Access to that asset then allowed the threat actor to obtain an infrastructure API key that could then be leveraged against a separate AWS account which operated Remote Support infrastructure." The American access management company did not name the application that was exploited to obtain the API key, but said the probe uncovered two separate flaws in it...
OAuth Redirect Flaw in Airline Travel Integration Exposes Millions to Account Hijacking

OAuth Redirect Flaw in Airline Travel Integration Exposes Millions to Account Hijacking

Jan 28, 2025
Cybersecurity researchers have disclosed details of a now-patched account takeover vulnerability affecting a popular online travel service for hotel and car rentals. "By exploiting this flaw, attackers can gain unauthorized access to any user's account within the system, effectively allowing them to impersonate the victim and perform an array of actions on their behalf – including booking hotels and car rentals using the victim's airline loyalty points, canceling or editing booking information, and more," API security firm Salt Labs said in a report shared with The Hacker News. Successful exploitation of the vulnerability could have put millions of online airline users at risk, it added. The name of the company was not disclosed, but it said the service is integrated into "dozens of commercial airline online services" and enables users to add hotel bookings to their airline itinerary. The shortcoming, in a nutshell, can be weaponized trivially by sending a...
Do We Really Need The OWASP NHI Top 10?

Do We Really Need The OWASP NHI Top 10?

Jan 27, 2025 Application Security / API Security
The Open Web Application Security Project has recently introduced a new Top 10 project - the Non-Human Identity (NHI) Top 10. For years, OWASP has provided security professionals and developers with essential guidance and actionable frameworks through its Top 10 projects, including the widely used API and Web Application security lists.  Non-human identity security represents an emerging interest in the cybersecurity industry, encompassing the risks and lack of oversight associated with API keys, service accounts , OAuth apps, SSH keys, IAM roles, secrets, and other machine credentials and workload identities.  Considering that the flagship OWASP Top 10 projects already cover a broad range of security risks developers should focus on, one might ask - do we really need the NHI Top 10? The short answer is - yes . Let's see why, and explore the top 10 NHI risks.  Why we need the NHI Top 10 While other OWASP projects might touch on related vulnerabilities, such as secret...
Hackers Exploit Aviatrix Controller Vulnerability to Deploy Backdoors and Crypto Miners

Hackers Exploit Aviatrix Controller Vulnerability to Deploy Backdoors and Crypto Miners

Jan 13, 2025 Vulnerability / Cloud Security
A recently disclosed critical security flaw impacting the Aviatrix Controller cloud networking platform has come under active exploitation in the wild to deploy backdoors and cryptocurrency miners. Cloud security firm Wiz said it's currently responding to "multiple incidents" involving the weaponization of CVE-2024-50603 (CVSS score: 10.0), a maximum severity bug that could result in unauthenticated remote code execution. Put differently, a successful exploitation of the flaw could permit an attacker to inject malicious operating system commands owing to the fact that certain API endpoints do not adequately sanitize user-supplied input. The vulnerability has been addressed in versions 7.1.4191 and 7.2.4996. Jakub Korepta, a security researcher at Polish cybersecurity company Securing, has been credited with discovering and reporting the shortcoming. A proof-of-concept (PoC) exploit has since been made publicly available . Data gathered by the cybersecurity company...
Severe Security Flaws Patched in Microsoft Dynamics 365 and Power Apps Web API

Severe Security Flaws Patched in Microsoft Dynamics 365 and Power Apps Web API

Jan 02, 2025 Vulnerability / Data Protection
Details have emerged about three now-patched security vulnerabilities in Dynamics 365 and Power Apps Web API that could result in data exposure. The flaws, discovered by Melbourne-based cybersecurity company Stratus Security, have been addressed as of May 2024. Two of the three shortcomings reside in Power Platform's OData Web API Filter , while the third vulnerability is rooted in the FetchXML API . The root cause of the first vulnerability is the lack of access control on the OData Web API Filter, thereby allowing access to the contacts table that holds sensitive information such as full names, phone numbers, addresses, financial data, and password hashes. A threat actor could then weaponize the flaw to perform a boolean-based search to extract the complete hash by guessing each character of the hash sequentially until the correct value is identified. "For example, we start by sending startswith(adx_identity_passwordhash, 'a') then startswith( adx_identity_p...
Cyber Threats That Could Impact the Retail Industry This Holiday Season (and What to Do About It)

Cyber Threats That Could Impact the Retail Industry This Holiday Season (and What to Do About It)

Nov 04, 2024 DDoS Attack / API Security
As the holiday season approaches, retail businesses are gearing up for their annual surge in online (and in-store) traffic. Unfortunately, this increase in activity also attracts cybercriminals looking to exploit vulnerabilities for their gain.  Imperva, a Thales company, recently published its annual holiday shopping cybersecurity guide . Data from the Imperva Threat Research team's six-month analysis (April 2024 – September 2024) revealed that AI-driven threats need to be top of mind for retailers this year. As generative AI tools and large language models (LLMs) become more widespread and advanced, cybercriminals are increasingly leveraging these technologies to scale and refine their attacks on eCommerce platforms. Imperva Threat Research also found that retail sites collectively experience an average of 569,884 AI-driven attacks each day. Understanding what types of threats are accounting for these attacks, and how to protect against them, is critical for retail businesses ...
5 SaaS Misconfigurations Leading to Major Fu*%@ Ups

5 SaaS Misconfigurations Leading to Major Fu*%@ Ups

Nov 01, 2024 SaaS Security / Insider Threat
With so many SaaS applications, a range of configuration options, API capabilities, endless integrations, and app-to-app connections, the SaaS risk possibilities are endless. Critical organizational assets and data are at risk from malicious actors, data breaches, and insider threats, which pose many challenges for security teams. Misconfigurations are silent killers, leading to major vulnerabilities. So, how can CISOs reduce the noise? What misconfiguration should security teams focus on first? Here are five major SaaS configuration mistakes that can lead to security breaches. #1 Misconfiguration: HelpDesk Admins Have Excessive Privileges Risk: Help desk teams have access to sensitive account management functions making them prime targets for attackers. Attackers can exploit this by convincing help desk personnel to reset MFA for privileged users, gaining unauthorized access to critical systems. Impact: Compromised help desk accounts can lead to unauthorized changes to admin-...
Guide:  The Ultimate Pentest Checklist for Full-Stack Security

Guide:  The Ultimate Pentest Checklist for Full-Stack Security

Oct 21, 2024 Penetration Testing / API Security
Pentest Checklists Are More Important Than Ever Given the expanding attack surface coupled with the increasing sophistication of attacker tactics and techniques, penetration testing checklists have become essential for ensuring thorough assessments across an organization's attack surface, both internal and external. By providing a structured approach, these checklists help testers systematically uncover vulnerabilities in various assets like networks, applications, APIs, and systems. They ensure no critical area is overlooked and guide the testing process, making it more efficient and effective at identifying security weaknesses that could be exploited by attackers. A pentest checklist essentially leaves no stone unturned and is a detailed and comprehensive list of every type of vulnerability in which to simulate an attack against. Each asset being tested, however, requires a different pentest checklist tailored to its specific characteristics and risks. For example, a checklist fo...
5 Ways to Reduce SaaS Security Risks

5 Ways to Reduce SaaS Security Risks

Oct 17, 2024 Attack Surface / SaaS Security
As technology adoption has shifted to be employee-led, just in time, and from any location or device, IT and security teams have found themselves contending with an ever-sprawling SaaS attack surface, much of which is often unknown or unmanaged. This greatly increases the risk of identity-based threats, and according to a recent report from CrowdStrike, 80% of breaches today use compromised identities, including cloud and SaaS credentials. Given this reality, IT security leaders need practical and effective  SaaS security solutions  designed to discover and manage their expanding SaaS footprint. Here are 5 key ways Nudge Security can help. Close the visibility gap Knowing the full scope of SaaS apps in use is the foundation of a modern IT governance program. Without an understanding of your entire SaaS footprint, you cannot say with confidence where your corporate IP is stored (Did someone sync their desktop to Dropbox?), you cannot make assumptions about your customer da...
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