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Lee

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Qilin ransomware gang has claimed responsibility for the attack at Lee Enterprises

Qilin ransomware gang has claimed responsibility for the attack at Lee Enterprises

28-Feb-2025
3 min read

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LLM

AWS

API

Learn how 12,000 valid API keys and passwords were discovered in the Common Craw...

A massive trove of nearly 12,000 valid API keys and passwords has been uncovered in the Common Crawl repository—an enormous open-source archive used extensively to train large language models (LLMs). This alarming discovery underscores a systemic risk that could be feeding vulnerabilities directly into AI projects at major tech companies. ### Common Crawl’s Global Footprint Common Crawl has, for over a decade, offered petabytes of freely accessible web data. Because it’s so vast, many AI developers—potentially including those behind models at OpenAI, DeepSeek, Google, Meta, Anthropic, and Stability—rely on these archives to build and refine powerful language models. ### Valid Secrets Hiding in Plain Sight Researchers at Truffle Security analyzed 2.67 billion web pages (about 400 terabytes of data) from the December 2024 Common Crawl archive. Their tool, TruffleHog, flagged a staggering **11,908 secrets** that proved **fully functional**—including AWS root keys, MailChimp API keys, Slack webhooks, and more. **Key Findings** - **AWS Root Keys:** Some were exposed directly in front-end code, granting unrestricted access to cloud resources. - **MailChimp Keys:** At least 1,500 were hardcoded in HTML or JavaScript, opening the door to phishing campaigns and brand impersonation. - **WalkScore API Key:** One key alone appeared **57,029 times** across **1,871 subdomains**, illustrating the scope of credential reuse. - **Slack Webhooks:** One single webpage revealed **17 unique** Slack webhook URLs, which attackers could exploit to post messages or infiltrate private channels. ### Why AI Training Data is at Risk Although LLM training typically involves **data-cleaning and filtering** to remove sensitive or redundant information, no process is perfect. The sheer volume of data means **leaked credentials** can slip through, effectively teaching AI systems to regurgitate or even reference them. This threatens the security of the compromised services and raises major concerns about the **ethical and legal implications** of using publicly scraped data for training. ### Consequences of Hardcoded Credentials By embedding keys into front-end files, developers inadvertently grant anyone scanning the web ready access to powerful backend systems. Attackers could exploit these credentials to: - **Spin up malicious cloud infrastructure** using stolen AWS resources - **Launch phishing campaigns** or spam messages via legitimate MailChimp accounts - **Infiltrate private Communication channels** by abusing Slack webhooks - **Exfiltrate sensitive data** from compromised servers ### Mitigation and Lessons Learned Truffle Security collaborated with impacted vendors to rotate or revoke thousands of compromised keys. Still, this incident highlights the urgent need for stronger developer practices, especially as AI continues to devour terabytes of public data. Critical steps include: 1. **Never hardcode secrets** in front-end files—use environment variables or secure vaults. 2. **Routinely scan codebases** with specialized tools (like TruffleHog) to detect exposed credentials. 3. **Implement robust rotation policies** so that any discovered key can be rapidly invalidated. 4. **Strengthen AI data preprocessing** to better identify and strip out sensitive information before training.

loading..   03-Mar-2025
loading..   3 min read
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VEESE

Chinese hackers breach Belgium’s top security agency, stealing sensitive data in...

**Belgium’s State Security Service (VSSE) has fallen victim to a sophisticated cyberattack allegedly orchestrated by state-backed Chinese hackers. The breach, which went undetected for nearly two years, raises alarming questions about the vulnerabilities in critical government infrastructure and the increasing use of cyber tools for espionage.** ### **A Coordinated Espionage Operation** In a chilling [revelation](http://www.lesoir.be/657866/article/2025-02-26/des-hackers-chinois-ont-vole-des-donnees-sensibles-la-surete-de-letat), Belgian authorities have confirmed that the country’s State Security Service (VSSE) was compromised by a cyber espionage campaign that reportedly targeted sensitive government communications. Between 2021 and May 2023, hackers believed to be state-sponsored by China exploited a zero-day vulnerability in Barracuda Networks’ Email Security Gateway (ESG) appliances, gaining access to an external email server used by the VSSE. The breach, which allowed attackers to siphon off around 10% of all incoming and outgoing emails, is being investigated by the Belgian federal prosecutor’s office. The stolen communications reportedly included sensitive information exchanged with public prosecutors, government ministries, and law enforcement bodies—potentially exposing personal data and compromising national security. The cyberattack doesn’t merely underscore the rising threat of state-backed hackers, with the Chinese government being implicated in similar breaches in recent years. The timing of the attack is especially concerning, as it coincided with a significant recruitment drive at the VSSE, increasing the likelihood of exposure of personal data of nearly half of the agency’s current and past staff. --- ### **Exploitation of Barracuda ESG** At the core of the attack was a 'zero-day vulnerability' in Barracuda’s Email Security Gateway (ESG), a widely used appliance for securing email communications within government agencies globally. This term refers to a security flaw that is unknown to the software vendor and, therefore, has no fix or patch available. The attackers exploited this to deploy custom-tailored malware—specifically, Saltwater, SeaSpy, Sandbar, and SeaSide—enabling data theft and undetected access to the targeted systems. #### **Timeline of the Attack:** - **October 2022**: The hackers, linked to the Chinese cyber espionage group UNC4841, began using the vulnerability to launch attacks targeting Barracuda ESG appliances. - **May 2023**: Barracuda publicly disclosed the vulnerability after confirming that it had been exploited in real-world attacks. The company advised all its customers to replace the compromised appliances immediately. - **November 2023**: The Belginerability,aIn a statement, Barracuda Networks clarified that the vulnerability was exploited in 2023 and not as early as 2021, as initially believed. Despite this clarification, the extensive duration of the breach—and its po vulnerability, which was discovered and publicly disclosed in May 2023, potentially compromise sensitive communications over such an extended period—raises significant concerns about the cybersecurity practices employed by government agencies and contractors. ### **Personal and Professional Vulnerabilities Exposed** One of the most troubling aspects of the VSSE breach is the potential exposure of highly sensitive personal and professional data. The email server routed internal human resources communications, including identity documents and CVs of the VSSE’s current personnel, past applicants, and contractors. With nearly half of the VSSE’s workforce potentially affected, the exposure of such sensitive information could be disastrous for individuals. Identity fraud, phishing attacks, and other forms of social engineering are now likely risks for those impacted. In response to the breach, the VSSE advised affected personnel to renew their identification documents to minimise identity theft risk. ### **Chinese Denials and Global Concerns** As expected, the Chinese government has denied any involvement in the breach. The Chinese Embassy in Belgium has labeled the accusations as “extremely unserious and irresponsible,” pointing to the absence of definitive evidence linking the cyberattack to Chinese state-backed hackers. This denial is consistent with previous responses from China, which has repeatedly rejected claims of cyber espionage despite mounting evidence of state-sponsored activities. Notably, China has a long history of engaging in cyber espionage, with several APT (Advanced Persistent Threat) groups—such as APT27, APT30, APT31, and Gallium—linked to similar attacks on government agencies, including Belgium’s defense and interior ministries in 2022. For Belgium, this breach is part of a broader trend of increasing cyber espionage targeting European governments. With tensions between China and the West rising, this breach only deepens concerns over the use of cyberspace for intelligence gathering and political maneuvering. ### **How Belgium Is Responding to the Attack** In the immediate aftermath of the breach, the VSSE halted its use of Barracuda as a cybersecurity provider. The agency also took steps to mitigate the potential fallout by advising affected staff to update their identification documents, but the full scope of the attack is still being assessed. The Belgian government has also urged organisations worldwide to reassess the security of their email infrastructure, particularly those relying on Barracuda ESG appliances, which many government agencies still use. Belgium’s cybersecurity efforts are being supported by international cybersecurity agencies, such as the U.S. Cybersecurity and Infrastructure Security Agency (CISA), and private cybersecurity firms, including Mandiant, which have traced the attack to UNC4841, a hacking group known for its ties to Chinese cyber espionage efforts. An attack on Belgium’s intelligence service underscores the vulnerability of even the most well-secured agencies to sophisticated, state-backed adversaries as cyber threats continue to evolve. The lesson for governments and businesses alike is clear: cybersecurity is no longer an optional investment but a critical necessity.

loading..   28-Feb-2025
loading..   5 min read
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SSNExposure

A data breach at DISA Global Solutions exposes sensitive info of 3.3 million ind...

DISA Global Solutions, a leading U.S.-based provider of employee screening services, has reported a significant data breach impacting over **3.3 million individuals**. This breach compromises sensitive personal data, raising concerns regarding the security practices of a major player in the employee screening and compliance sector. --- ### **Incident Discovery:** On **April 22, 2024**, DISA Global Solutions filed an official report with **Maine’s Attorney General** confirming that a **cyber incident** had affected a "limited portion" of its internal network. This breach occurred on **February 9, 2024**, and went undetected for more than two months, compromising a wide range of personal data. --- ### **Stolen Data:** According to a separate filing with the **Massachusetts Attorney General**, DISA revealed that the compromised data includes: - **Social Security Numbers** - **Financial Account Information** (including credit card numbers) - **Government-Issued Identification Documents** Over **360,000** residents of Massachusetts were directly impacted by this breach, though the full scope remains unclear. It is important to note that **DISA has yet to definitively confirm** which data was specifically exfiltrated, suggesting limitations in their **security logging and monitoring systems**. --- ### **Potential Impact:** The breach affects individuals who underwent various **employee screening tests**. These screenings include sensitive data such as: - **Work History** - **Criminal Records** - **Educational Background** - **Credit History** Given the nature of DISA’s services, which cater to over **55,000 enterprises** (including major corporations such as Fortune 500 companies), the breach has widespread implications. The company’s lack of clear technical logs means that the total exposure of data remains uncertain. --- ### **Investigation Status:** DISA’s internal investigation has not identified the perpetrators of the cyberattack. As of the latest update, it remains unclear **how** the breach occurred or the specific **methodology** used by the attacker to infiltrate DISA's systems. Furthermore, there is a significant delay in informing affected individuals, raising concerns about the company’s crisis management protocols and internal security measures. --- ### **Company Response:** DISA has assured the public that they are working to contain the breach and prevent further unauthorized access. They have also initiated procedures to notify all individuals whose data was compromised. However, questions persist about their ability to track and monitor unauthorized data access, given the **lack of logs** and transparency in their internal response. --- ### **Unanswered Questions:** - **Who is responsible for the cyberattack?** - **How was DISA’s system compromised?** - **Why was there such a significant delay in notifying affected individuals?** - **What steps will DISA take to improve their security measures moving forward?** ---

loading..   27-Feb-2025
loading..   3 min read