Tag: framework
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Critical Chainlit AI Flaws Let Hackers Seize Control Of Cloud Environments
Tags: ai, api, cloud, control, credentials, cve, cyber, flaw, framework, hacker, Internet, open-source, pypi, vulnerabilityZafran Labs uncovered two critical vulnerabilities in Chainlit, a popular open-source framework for building conversational AI apps. Chainlit powers internet-facing AI systems in enterprises across industries, averaging 700,000 PyPI downloads monthly. The flaws CVE-2026-22218 (arbitrary file read) and CVE-2026-22219 (SSRF) enable attackers to steal API keys, sensitive files, and cloud credentials without user interaction. Zafran…
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VoidLink malware was almost entirely made by AI
What VoidLink signals for enterprise security: Check Point’s analysis frames the malware as an important indicator of how threat development itself is changing. The researchers emphasize that the significance of VoidLink lies less in its current deployment and more in how quickly it was created using AI-driven processes.VoidLink is designed to operate on Linux systems…
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Das KI-Paradox in der Softwareentwicklung
Künstliche Intelligenz revolutioniert die Softwareentwicklung und beschleunigt die Code-Erstellung, bringt jedoch neue Herausforderungen bei Qualität, Sicherheit und Compliance mit sich. Das sogenannte KI-Paradox zwingt Unternehmen dazu, ihre operativen Frameworks zu überdenken und intelligente Orchestrierungslösungen zu etablieren. Die Studie zeigt, dass menschliche Kontrolle und Expertise trotz flächendeckendem KI-Einsatz weiterhin unverzichtbar bleiben. GitLab hat seinen aktuellen… First…
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Warum Microsoft-365-Konfigurationen geschützt werden müssen
Tags: access, authentication, backup, ciso, cloud, compliance, framework, least-privilege, mail, mfa, microsoft, office, powershell, risk, zero-trustLesen Sie, warum CISOs den M365-Tenant stärker in den Blick nehmen müssen.Im Jahr 2010 war Office 365 eine einfache Suite mit Office-Anwendungen und zusätzlicher E-Mail-Funktion. Das hat sich 15 Jahre später mit Microsoft 365 geändert: Die Suite ist ein wesentliches Element in den Bereichen Kommunikation, Zusammenarbeit und Sicherheit. Dienste wie Entra, Intune, Exchange, Defender, Teams…
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Coder Builds Malware in Week With AI Help
Check Point Identifies VoidLink Framework First ‘Advanced’ AI-Generated Threat. A single developer built a Linux malware framework in less than a week using artificial intelligence, said security researchers. Check Point researchers say this is a case of AI-generated malware reaching operational maturity at a pace that challenges assumptions about development timelines. First seen on govinfosecurity.com…
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Complex VoidLink Linux Malware Created by AI
Researchers say the advanced framework was built almost entirely by agents, marking a significant evolution in the use of AI to develop wholly original malware. First seen on darkreading.com Jump to article: www.darkreading.com/threat-intelligence/voidlink-linux-malware-ai
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Complex VoidLink Linux Malware Created by AI
Researchers say the advanced framework was built almost entirely by agents, marking a significant evolution in the use of AI to develop wholly original malware. First seen on darkreading.com Jump to article: www.darkreading.com/threat-intelligence/voidlink-linux-malware-ai
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VoidLink Emerges: First Fully AI-Driven Malware Signals a New Era of Cyber Threats
A sophisticated Linux malware framework developed almost entirely through artificial intelligence, marking the beginning of a new era in AI-powered threats. Unlike previous AI-generated malware linked to inexperienced threat actors, VoidLink represents the first documented case of high-complexity, production-grade malware authored by AI under the direction of a skilled developer. Development artifacts exposed through operational…
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Chainlit AI Framework Flaws Enable Data Theft via File Read and SSRF Bugs
Security vulnerabilities were uncovered in the popular open-source artificial intelligence (AI) framework Chainlit that could allow attackers to steal sensitive data, which may allow for lateral movement within a susceptible organization.Zafran Security said the high-severity flaws, collectively dubbed ChainLeak, could be abused to leak cloud environment API keys and steal sensitive files, or First seen…
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VoidLink Linux Malware Framework Built with AI Assistance Reaches 88,000 Lines of Code
The recently discovered sophisticated Linux malware framework known as VoidLink is assessed to have been developed by a single person with assistance from an artificial intelligence (AI) model.That’s according to new findings from Check Point Research, which identified operational security blunders by malware’s author that provided clues to its developmental origins. The latest insight makes…
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VoidLink shows how one developer used AI to build a powerful Linux malware
VoidLink is a cloud-focused Linux malware, likely built by one person using AI, offering loaders, implants, rootkit evasion, and modular plugins. Check Point researchers uncovered VoidLink, a cloud-focused Linux malware framework likely built by a single developer with help from an AI model. VoidLink includes custom loaders, implants, rootkit-based evasion features, and dozens of plugins…
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For cyber risk assessments, frequency is essential
Tags: access, authentication, backup, breach, ciso, cloud, compliance, cyber, cyberattack, cybersecurity, data, data-breach, exploit, framework, GDPR, infrastructure, mitigation, network, password, radius, ransomware, regulation, risk, risk-assessment, risk-management, strategy, tool, vulnerabilityIdentifying vulnerabilities: A cyber risk assessment helps to identify security gaps in a company’s IT infrastructure, networks, and systems. This provides the opportunity to eliminate these vulnerabilities before they can be exploited by cybercriminals.Prioritize risk management measures: Not every system is critical, and not all of a company’s data is equally important. The results of the risk…
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Flaws in Chainlit AI dev framework expose servers to compromise
/proc/self/environ file is used to store environment variables, and these can contain API keys, credentials, internal file paths, database paths, tokens for AWS and other cloud services, and even CHAINLIT_AUTH_SECRET, a secret that’s used to sign authentication tokens when authentication is enabled.On top of that, if LangChain is used as the orchestration layer behind Chainlit…
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HackerOne rolls out industry framework to support ‘good faith’ AI research
The voluntary framework would provide legal clarity to third-party AI researchers, including those who study safety and other “unexpected” AI behaviors. First seen on cyberscoop.com Jump to article: cyberscoop.com/hackerone-industry-framework-good-faith-ai-research/
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VoidLink cloud malware shows clear signs of being AI-generated
The recently discovered cloud-focused VoidLink malware framework is believed to have been developed by a single person with the help of an artificial intelligence model. First seen on bleepingcomputer.com Jump to article: www.bleepingcomputer.com/news/security/voidlink-cloud-malware-shows-clear-signs-of-being-ai-generated/
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NIST’s Blueprint for AI Security: How Data Trust Enables AI Success
Tags: access, ai, attack, automation, business, cloud, compliance, control, csf, cybersecurity, data, endpoint, exploit, framework, governance, guide, intelligence, least-privilege, nist, risk, risk-management, saas, toolThe rapid adoption of artificial intelligence has forced organizations to confront a hard truth: AI changes the cybersecurity equation. New attack surfaces, new misuse patterns and new forms of automation require a different approach to managing risk. That’s why NIST has stepped forward. Through its draft AI cybersecurity profile, NIST CSF 2.0 and the AI…
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Vulnerabilities Threaten to Break Chainlit AI Framework
Familiar bugs in a popular open source framework for AI chatbots could give attackers dangerous powers in the cloud. First seen on darkreading.com Jump to article: www.darkreading.com/vulnerabilities-threats/vulnerabilities-break-chainlit-ai-framework
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Chainlit Security Flaws Highlight Infrastructure Risks in AI Apps
2 security vulnerabilities in the Chainlit framework expose risks from web flaws in AI applications First seen on infosecurity-magazine.com Jump to article: www.infosecurity-magazine.com/news/chainlit-security-flaws-ai-apps/
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Hackathon Projects Show AI Wellness Apps Can Leak Sensitive User Info
As emotional computing applications proliferate, the security threats they face require frameworks beyond traditional approaches. First seen on hackread.com Jump to article: hackread.com/hackathon-projects-ai-wellness-apps-data-leak/
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Why the future of security starts with who, not where
Tags: access, attack, cisa, ciso, cloud, compliance, control, cybersecurity, data, framework, google, identity, mfa, monitoring, network, nist, passkey, password, resilience, risk, saas, wifi, zero-trustCloud + remote work = No perimeter: Now, with remote work and the cloud, there’s no real perimeter left. People connect from home Wi-Fi, personal laptops, airports, coffee shops, you name it. At the same time, company data and workloads are scattered across AWS, Azure, Google Cloud and various SaaS platforms. The old rules just…
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VoidLink Debuts AI-Assisted, Server-Side Kernel Compilation Rootkit Technique
On January 13, 2026, Check Point Research published its analysis of VoidLink, a Chinese-developed Linux malware framework designed to target cloud environments. Following this disclosure, the Sysdig Threat Research Team (TRT) examined VoidLink’s binaries to understand its loader chain, rootkit internals, and control mechanisms. VoidLink’s most significant innovation addresses a persistent challenge in Linux malware:…
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SolyxImmortal Malware Abuses Discord to Quietly Harvest Sensitive Information
A newly discovered information-stealing malware, SolyxImmortal, has emerged as a persistent surveillance threat targeting Windows users. Distributed through underground Telegram channels, this Python-based implant combines credential theft, document harvesting, keystroke logging, and screen capture capabilities into a continuously running surveillance framework that operates silently in the background. First detected in January 2026, the malware prioritizes…
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NDSS 2025 BitShield: Defending Against Bit-Flip Attacks On DNN Executables
Tags: attack, conference, data, defense, framework, intelligence, Internet, mitigation, network, vulnerabilitySession 9B: DNN Attack Surfaces Authors, Creators & Presenters: Yanzuo Chen (The Hong Kong University of Science and Technology), Yuanyuan Yuan (The Hong Kong University of Science and Technology), Zhibo Liu (The Hong Kong University of Science and Technology), Sihang Hu (Huawei Technologies), Tianxiang Li (Huawei Technologies), Shuai Wang (The Hong Kong University of Science…
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7 top cybersecurity projects for 2026
Tags: access, ai, api, attack, authentication, business, cisco, ciso, cloud, communications, compliance, control, credentials, cybersecurity, data, defense, detection, email, framework, governance, infrastructure, LLM, mail, phishing, programming, resilience, risk, software, strategy, technology, threat, tool, vulnerability, zero-trust2. Strengthening email security: Phishing continues to be a primary attack vector for stealing credentials and defrauding victims, says Mary Ann Blair, CISO at Carnegie Mellon University. She warns that threat actors are now generating increasingly sophisticated phishing attacks, effectively evading mail providers’ detection capabilities. “Legacy multifactor authentication techniques are now regularly defeated, and threat…
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7 top cybersecurity projects for 2026
Tags: access, ai, api, attack, authentication, business, cisco, ciso, cloud, communications, compliance, control, credentials, cybersecurity, data, defense, detection, email, framework, governance, infrastructure, LLM, mail, phishing, programming, resilience, risk, software, strategy, technology, threat, tool, vulnerability, zero-trust2. Strengthening email security: Phishing continues to be a primary attack vector for stealing credentials and defrauding victims, says Mary Ann Blair, CISO at Carnegie Mellon University. She warns that threat actors are now generating increasingly sophisticated phishing attacks, effectively evading mail providers’ detection capabilities. “Legacy multifactor authentication techniques are now regularly defeated, and threat…
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NDSS 2025 Compiled Models, Built-In Exploits
Tags: attack, conference, defense, exploit, framework, Hardware, Internet, network, tool, vulnerabilitySession 9B: DNN Attack Surfaces Authors, Creators & Presenters: Yanzuo Chen (The Hong Kong University of Science and Technology), Zhibo Liu (The Hong Kong University of Science and Technology), Yuanyuan Yuan (The Hong Kong University of Science and Technology), Sihang Hu (Huawei Technologies), Tianxiang Li (Huawei Technologies), Shuai Wang (The Hong Kong University of Science…
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How does AI support dynamic secrets management
The Role of AI in Enhancing Dynamic Secrets Management Have you ever wondered how artificial intelligence is transforming cybersecurity, particularly in the management of Non-Human Identities (NHI) and secrets security? The role of AI in fortifying security frameworks cannot be underestimated. As a tool, AI is paving the way for more dynamic and efficient secrets……
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ISO 9001:
What is ISO 9001? ISO 9001 is recognized globally as the standard for Quality Management Systems (QMS). Its full name is ISO 9001:2015, indicating the most recent revision published in 2015 by the International Organization for Standardization (ISO). This framework is relevant to any organization, regardless of its size, industry, or the products and services……

