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Researchers Warn of Privilege Escalation Risks in Google's Vertex AI ML Platform

Researchers Warn of Privilege Escalation Risks in Google's Vertex AI ML Platform

Nov 15, 2024 Artificial Intelligence / Vulnerability
Cybersecurity researchers have disclosed two security flaws in Google's Vertex machine learning (ML) platform that, if successfully exploited, could allow malicious actors to escalate privileges and exfiltrate models from the cloud. "By exploiting custom job permissions, we were able to escalate our privileges and gain unauthorized access to all data services in the project," Palo Alto Networks Unit 42 researchers Ofir Balassiano and Ofir Shaty said in an analysis published earlier this week. "Deploying a poisoned model in Vertex AI led to the exfiltration of all other fine-tuned models, posing a serious proprietary and sensitive data exfiltration attack risk." Vertex AI is Google's ML platform for training and deploying custom ML models and artificial intelligence (AI) applications at scale. It was first introduced in May 2021. Crucial to leveraging the privilege escalation flaw is a feature called Vertex AI Pipelines , which allows users to automat...
Live Webinar: Dive Deep into Crypto Agility and Certificate Management

Live Webinar: Dive Deep into Crypto Agility and Certificate Management

Nov 15, 2024 Webinar / Cyber Security
In the fast-paced digital world, trust is everything—but what happens when that trust is disrupted? Certificate revocations, though rare, can send shockwaves through your operations, impacting security, customer confidence, and business continuity. Are you prepared to act swiftly when the unexpected happens? Join DigiCert's exclusive webinar, " When Shift Happens: Are You Ready for Rapid Certificate Replacement? " , and discover how automation, crypto agility, and best practices can transform revocation challenges into opportunities for growth and resilience. Here's what you'll uncover: Revocations Uncovered: Understand why they happen, their ripple effects, and the role of post-quantum cryptography in mitigating risks. Automation to the Rescue: Learn how to minimize downtime and streamline certificate replacements with cutting-edge tools. Crypto Agility in Action: Stay ahead of evolving cryptographic standards with strategies that keep your organization secure and ...
Vietnamese Hacker Group Deploys New PXA Stealer Targeting Europe and Asia

Vietnamese Hacker Group Deploys New PXA Stealer Targeting Europe and Asia

Nov 15, 2024 Malware / Credential Theft
A Vietnamese-speaking threat actor has been linked to an information-stealing campaign targeting government and education entities in Europe and Asia with a new Python-based malware called PXA Stealer . The malware "targets victims' sensitive information, including credentials for various online accounts, VPN and FTP clients, financial information, browser cookies, and data from gaming software," Cisco Talos researchers Joey Chen, Alex Karkins, and Chetan Raghuprasad said . "PXA Stealer has the capability to decrypt the victim's browser master password and uses it to steal the stored credentials of various online accounts" The connections to Vietnam stem from the presence of Vietnamese comments and a hard-coded Telegram account named " Lone None " in the stealer program, the latter of which includes an icon of Vietnam's national flag and a picture of the emblem for Vietnam's Ministry of Public Security. Cisco Talos said it observed th...
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Business Case for Agentic AI SOC Analysts

Business Case for Agentic AI SOC Analysts

Jun 27, 2025Artificial Intelligence / Security Operations
Security operations centers (SOCs) are under pressure from both sides: threats are growing more complex and frequent, while security budgets are no longer keeping pace. Today's security leaders are expected to reduce risk and deliver results without relying on larger teams or increased spending. At the same time, SOC inefficiencies are draining resources. Studies show that up to half of all alerts are false positives, with some reports citing false positive rates as high as 99 percent . This means highly trained analysts spend a disproportionate amount of time chasing down harmless activity, wasting effort, increasing fatigue, and raising the chance of missing real threats. In this environment, the business imperative is clear: maximize the impact of every analyst and every dollar by making security operations faster, smarter, and more focused. Enter the Agentic AI SOC Analyst The agentic AI SOC Analyst is a force multiplier that enables organizations to do more with the team an...
How AI Is Transforming IAM and Identity Security

How AI Is Transforming IAM and Identity Security

Nov 15, 2024 Machine Learning / Identity Security
In recent years, artificial intelligence (AI) has begun revolutionizing Identity Access Management (IAM), reshaping how cybersecurity is approached in this crucial field. Leveraging AI in IAM is about tapping into its analytical capabilities to monitor access patterns and identify anomalies that could signal a potential security breach. The focus has expanded beyond merely managing human identities — now, autonomous systems, APIs, and connected devices also fall within the realm of AI-driven IAM, creating a dynamic security ecosystem that adapts and evolves in response to sophisticated cyber threats. The Role of AI and Machine Learning in IAM AI and machine learning (ML) are creating a more robust, proactive IAM system that continuously learns from the environment to enhance security. Let's explore how AI impacts key IAM components: Intelligent Monitoring and Anomaly Detection AI enables continuous monitoring of both human and non-human identities , including APIs, service acc...
High-Severity Flaw in PostgreSQL Allows Hackers to Exploit Environment Variables

High-Severity Flaw in PostgreSQL Allows Hackers to Exploit Environment Variables

Nov 15, 2024 Vulnerability / Database Security
Cybersecurity researchers have disclosed a high-severity security flaw in the PostgreSQL open-source database system that could allow unprivileged users to alter environment variables, and potentially lead to code execution or information disclosure. The vulnerability, tracked as CVE-2024-10979 , carries a CVSS score of 8.8. Environment variables are user-defined values that can allow a program to dynamically fetch various kinds of information, such as access keys and software installation paths, during runtime without having to hard-code them. In certain operating systems, they are initialized during the startup phase. "Incorrect control of environment variables in PostgreSQL PL/Perl allows an unprivileged database user to change sensitive process environment variables (e.g., PATH )," PostgreSQL said in an advisory released Thursday. "That often suffices to enable arbitrary code execution, even if the attacker lacks a database server operating system user." ...
Bitfinex Hacker Sentenced to 5 Years, Guilty of Laundering $10.5 Billion in Bitcoin

Bitfinex Hacker Sentenced to 5 Years, Guilty of Laundering $10.5 Billion in Bitcoin

Nov 15, 2024 Financial Fraud / Blockchain
Ilya Lichtenstein, who pleaded guilty to the 2016 hack of cryptocurrency stock exchange Bitfinex, has been sentenced to five years in prison, the U.S. Department of Justice (DoJ) announced Thursday. Lichtenstein was charged for his involvement in a money laundering scheme that led to the theft of nearly 120,000 bitcoins (valued at over $10.5 billion at current prices) from the crypto exchange. Heather Rhiannon Morgan, his wife, also pleaded guilty to the same crimes last year. They were both arrested in February 2022. Morgan is scheduled to be sentenced on November 18. "Lichtenstein, 35, hacked into Bitfinex's network in 2016, using advanced hacking tools and techniques," the DoJ said in a press statement. "Once inside the network, Lichtenstein fraudulently authorized more than 2,000 transactions transferring 119,754 bitcoin from Bitfinex to a cryptocurrency wallet in Lichtenstein's control." TRM Labs said Lichtenstein exploited a vulnerability in Bit...
CISA Flags Two Actively Exploited Palo Alto Flaws; New RCE Attack Confirmed

CISA Flags Two Actively Exploited Palo Alto Flaws; New RCE Attack Confirmed

Nov 15, 2024 Network Security / Vulnerability
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) on Thursday warned that two more flaws impacting the Palo Alto Networks Expedition software have come under active exploitation in the wild. To that end, it has added the vulnerabilities to its Known Exploited Vulnerabilities ( KEV ) catalog, requiring Federal Civilian Executive Branch (FCEB) agencies to apply the necessary updates by December 5, 2024. The security flaws are listed below - CVE-2024-9463 (CVSS score: 9.9) - Palo Alto Networks Expedition OS Command Injection Vulnerability CVE-2024-9465 (CVSS score: 9.3) - Palo Alto Networks Expedition SQL Injection Vulnerability Successful exploitation of the vulnerabilities could allow an unauthenticated attacker to run arbitrary OS commands as root in the Expedition migration tool or reveal its database contents. This could then pave the way for disclosure of usernames, cleartext passwords, device configurations, and device API keys of PAN-OS firewalls, or cr...
Experts Uncover 70,000 Hijacked Domains in Widespread 'Sitting Ducks' Attack Scheme

Experts Uncover 70,000 Hijacked Domains in Widespread 'Sitting Ducks' Attack Scheme

Nov 14, 2024 Online Fraud / Network Security
Multiple threat actors have been found taking advantage of an attack technique called Sitting Ducks to hijack legitimate domains for using them in phishing attacks and investment fraud schemes for years. The findings come from Infoblox, which said it identified nearly 800,000 vulnerable registered domains over the past three months, of which approximately 9% (70,000) have been subsequently hijacked. "Cybercriminals have used this vector since 2018 to hijack tens of thousands of domain names," the cybersecurity company said in a deep-dive report shared with The Hacker News. "Victim domains include well-known brands, non-profits, and government entities." The little-known attack vector, although originally documented by security researcher Matthew Bryant way back in 2016, didn't attract a lot of attention until the scale of the hijacks was disclosed earlier this August. "I believe there is more awareness [since then]," Dr. Renee Burton, vice pre...
Google Warns of Rising Cloaking Scams, AI-Driven Fraud, and Crypto Schemes

Google Warns of Rising Cloaking Scams, AI-Driven Fraud, and Crypto Schemes

Nov 14, 2024 Artificial Intelligence / Cryptocurrency
Google has revealed that bad actors are leveraging techniques like landing page cloaking to conduct scams by impersonating legitimate sites. "Cloaking is specifically designed to prevent moderation systems and teams from reviewing policy-violating content which enables them to deploy the scam directly to users," Laurie Richardson, VP and Head of Trust and Safety at Google, said . "The landing pages often mimic well-known sites and create a sense of urgency to manipulate users into purchasing counterfeit products or unrealistic products." Cloaking refers to the practice of serving different content to search engines like Google and users with the ultimate goal of manipulating search rankings and deceiving users. The tech giant said it has also observed a cloaking trend wherein users clicking on ads are redirected via tracking templates to scareware sites that claim their devices are compromised with malware and lead them to other phony customer support sites, w...
5 BCDR Oversights That Leave You Exposed to Ransomware

5 BCDR Oversights That Leave You Exposed to Ransomware

Nov 14, 2024 Ransomware / Disaster Recovery
Ransomware isn't just a buzzword; it's one of the most dreaded challenges businesses face in this increasingly digitized world. Ransomware attacks are not only increasing in frequency but also in sophistication, with new ransomware groups constantly emerging. Their attack methods are evolving rapidly, becoming more dangerous and damaging than ever. Almost all respondents (99.8%) in a recent survey said they are concerned about the risk of identity information, session cookies and other data being extracted from devices infected with malware, activities highly correlated to a future ransomware attack. [1] The harsh reality is that ransomware threats aren't going away anytime soon. Despite organizations' best efforts to prevent these attacks, breaches still happen. As such, backup and disaster recovery become your critical last line of defense against these growing threats. However, many organizations overlook essential disaster recovery (DR) practices, leaving them vulnerable to cybe...
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