Tag: framework
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Securing the Knowledge Layer: Enterprise Security Architecture Frameworks for Proprietary Data Integration With Large Language Models
A practical overview of security architectures, threat models, and controls for protecting proprietary enterprise data in retrieval-augmented generation (RAG) systems. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/01/securing-the-knowledge-layer-enterprise-security-architecture-frameworks-for-proprietary-data-integration-with-large-language-models/
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Google Warns of High-Risk WebView Vulnerability That Breaks Security Controls
Google released Chrome versions 143.0.7499.192/.193 on January 6, 2026, to patch a high-severity vulnerability in WebView that could allow attackers to bypass important security policies. The flaw, tracked as CVE-2026-0628, represents a significant threat to users whose browsers rely on WebView’s policy enforcement framework to block malicious content. Attribute Details CVE ID CVE-2026-0628 Severity High…
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Automated data poisoning proposed as a solution for AI theft threat
Tags: ai, breach, business, cyber, data, encryption, framework, intelligence, LLM, malicious, microsoft, resilience, risk, risk-management, technology, theft, threatKnowledge graphs 101: A bit of background about knowledge graphs: LLMs use a technique called Retrieval-Augmented Generation (RAG) to search for information based on a user query and provide the results as additional reference for the AI system’s answer generation. In 2024, Microsoft introduced GraphRAG to help LLMs answer queries needing information beyond the data on…
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Seceon Launches aiBAS360: AI-Powered Breach Attack Simulation Platform Enables Organizations to Test Defenses Against Real-World APTs and Threat Actors
New Platform Features MITRE ATT&CK Framework Mapping and is Now Available Within OTM Platform as well as in aiSIEM-CGuard 2.0; Global Webinar Series Underway to Showcase Capabilities to MSSP Partners Worldwide WESTFORD, Mass., Jan. 6, 2026 /PRNewswire/, Seceon Inc., a global leader in AI/ML-driven cybersecurity solutions, today announced the general availability of aiBAS360, its innovative Breach First…
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Why is proactive management vital for NHIs?
Are Your Machine Identities Safeguarded? The management of non-human identities (NHIs) is fast becoming a pivotal element in ensuring robust data protection. Focusing on machine identities used within cybersecurity frameworks, NHIs are essentially the lifeblood of cloud-based environments, bridging the gap between technological innovation and security protocols. This focus seeks to alleviate the disconnection often……
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AI, Quantum, and the New Threat Frontier: What Will Define Cybersecurity in 2026?
Tags: access, ai, api, application-security, attack, authentication, automation, business, ciso, cloud, compliance, computer, computing, container, control, crypto, cryptography, cyber, cybersecurity, data, data-breach, defense, detection, encryption, exploit, finance, flaw, framework, governance, government, healthcare, iam, identity, infrastructure, injection, LLM, malicious, metric, monitoring, network, nist, open-source, oracle, regulation, resilience, risk, service, skills, software, strategy, supply-chain, threat, tool, vulnerability, vulnerability-management, waf, zero-day, zero-trustAI, Quantum, and the New Threat Frontier: What Will Define Cybersecurity in 2026? madhav Tue, 01/06/2026 – 04:44 If we think 2025 has been fast-paced, it’s going to feel like a warm-up for the changes on the horizon in 2026. Every time this year, Thales experts become cybersecurity oracles and predict where the industry is…
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How the Organizational Risk Culture Standard can supercharge your cybersecurity culture
Tags: automation, ceo, communications, compliance, control, cyber, cybersecurity, data, detection, email, finance, framework, group, guide, intelligence, law, metric, nist, phishing, ransomware, RedTeam, resilience, risk, tool, updateThe 10 dimensions, translated for cybersecurity: The ORCS framework defines ten dimensions. Treat them as a system. Each one is distinct; together they are complete. Leadership & governance. Leaders set the tone, model the behavior and anchor accountability. If leaders treat cyber as only an IT issue, everyone else will, too. When leaders make risk-informed…
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Attackers Leverage FortiWeb Vulnerabilities to Deploy Sliver C2 for Long-Term Access
Threat researchers have uncovered a sophisticated attack campaign targeting FortiWeb web application firewalls across multiple continents, with adversaries deploying the Sliver command-and-control framework to establish persistent access and establish covert proxy infrastructure. The discovery came from analyzing exposed Silver C2 databases and logs found during routine open-directory threat hunting on Censys, revealing a well-orchestrated operation…
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NDSS 2025 A New PPML Paradigm For Quantized Models
Session 7D: ML Security Authors, Creators & Presenters: Tianpei Lu (The State Key Laboratory of Blockchain and Data Security, Zhejiang University), Bingsheng Zhang (The State Key Laboratory of Blockchain and Data Security, Zhejiang University), Xiaoyuan Zhang (The State Key Laboratory of Blockchain and Data Security, Zhejiang University), Kui Ren (The State Key Laboratory of Blockchain…
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Can companies truly be free from cybersecurity threats with AI
How Can Non-Human Identities Transform Cybersecurity Strategies? Have you ever wondered how Non-Human Identities (NHIs) are becoming a cornerstone in building robust cybersecurity frameworks? With industries increasingly migrate to cloud environments, the concept of NHIs emerges as an essential component in safeguarding organizational assets. But what exactly are NHIs, and how do they fit into……
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NDSS 2025 DLBox: New Model Training Framework For Protecting Training Data
Session 7D: ML Security Authors, Creators & Presenters: Jaewon Hur (Seoul National University), Juheon Yi (Nokia Bell Labs, Cambridge, UK), Cheolwoo Myung (Seoul National University), Sangyun Kim (Seoul National University), Youngki Lee (Seoul National University), Byoungyoung Lee (Seoul National University) PAPER DLBox: New Model Training Framework For Protecting Training Data Sharing training data for deep…
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What is Enterprise Identity, And Why Most Companies Get SSO RBAC Catastrophically Wrong
Authentication requirements block 75-80% of enterprise deals, costing B2B SaaS companies millions annually. After scaling identity to 1B+ users while supporting hundreds of enterprise customers, here’s why most companies get SSO and RBAC catastrophically wrong”, and the framework that actually works. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/01/what-is-enterprise-identity-and-why-most-companies-get-sso-rbac-catastrophically-wrong/
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RondoDox Botnet Exploiting Devices With React2Shell Flaw
The Campaign Compromises Open-Source Vulnerability to Hack IoT Devices at Scale. Security firm CloudSEK has uncovered a botnet campaign that is exploiting the React2Shell vulnerability in the Meta-developed, open-source React framework across a variety of devices since December. The security firm attributed the campaign to RondoDox. First seen on govinfosecurity.com Jump to article: www.govinfosecurity.com/rondodox-botnet-exploiting-devices-react2shell-flaw-a-30436
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Best of 2025: NIST Launches Updated Incident Response Guide
Tags: cybersecurity, framework, guide, incident response, nist, risk, risk-management, technology, updateThe National Institute of Standards and Technology (NIST) has released a long-awaited update to its incident response guidance: Special Publication 800-61 Revision 3 (SP 800-61r3). This new version, titled “Incident Response Recommendations and Considerations for Cybersecurity Risk Management,” aligns closely with the latest Cybersecurity Framework (CSF) 2.0, marking a significant evolution in how organizations should……
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Best of 2025: CVE-2025-29927 Understanding the Next.js Middleware Vulnerability
When security vulnerabilities appear in popular frameworks, they can affect thousands of websites overnight. That’s exactly what’s happening with a newly discovered vulnerability in Next.js one of the most… First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/01/cve-2025-29927-understanding-the-next-js-middleware-vulnerability-2/
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2026: Die KI-Revolution geht weiter und wird noch schneller
Im Jahr 2026 wird die KI-Revolution weiter beschleunigen und Unternehmen sowie ganze Branchen grundlegend verändern, wobei resiliente und flexible Infrastrukturen entscheidend für den Erfolg sind. Governance-Frameworks werden immer wichtiger, um Stabilität und Kontrolle im KI-Ökosystem zu gewährleisten, während Datenmanagement als zentrales Rückgrat für Innovationen dient. Agentenbasierte KI-Systeme übernehmen zunehmend operative Aufgaben, optimieren Prozesse in Echtzeit……
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NDSS 2025 “¢ Decentralized Infrastructure For Sharing Trusted Encrypted Facts And Nothing More
Session 7C: Secure Protocols Authors, Creators & Presenters: Sofia Celi (Brave Software), Alex Davidson (NOVA LINCS & Universidade NOVA de Lisboa), Hamed Haddadi (Imperial College London & Brave Software), Gonçalo Pestana (Hashmatter), Joe Rowell (Information Security Group, Royal Holloway, University of London) PAPER DiStefano: Decentralized Infrastructure for Sharing Trusted Encrypted Facts and Nothing More We…
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NeuroSploit v2 Launches as AI-Powered Penetration Testing Framework
Tags: ai, automation, cyber, framework, intelligence, penetration-testing, technology, threat, vulnerabilityNeuroSploit v2 is an advanced AI-powered penetration testing framework designed to automate and enhance offensive security operations. Leveraging cutting-edge large language model (LLM) technology, the framework brings automation to vulnerability assessment, threat simulation, and security analysis workflows. NeuroSploit v2 represents a significant evolution in how organizations approach penetration testing by combining artificial intelligence with established…
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Equifax Europe CISO: Notorious breach spurred cybersecurity transformation
Tags: access, ai, attack, authentication, awareness, breach, business, ceo, cio, ciso, cloud, computer, control, corporate, cyber, cyberattack, cybercrime, cybersecurity, data, defense, dora, espionage, finance, framework, google, government, identity, infrastructure, intelligence, network, nis-2, phishing, regulation, risk, risk-management, security-incident, service, strategy, technology, threat, updateCloud as a new technological axis: Equifax’s $3 billion migration to the cloud, “which had been brewing for about seven years” and which the company says is the largest technological investment in its history, has involved moving more than 300 systems, over 30 product families, and thousands of customers to the company’s cloud platform, Equifax Cloud, in Spain…
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New Open-Source C2 Framework AdaptixC2 Debuts With Improved Stability and Speed
The open-source community has received a major update with the release of AdaptixC2 Version 1.0. This new version brings significant enhancements to the Command and Control (C2) framework, with a focus on network stability, user interface (UI) performance, and operational speed. The most notable technical improvement in Version 1.0 is the complete overhaul of the…
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What innovations are driving secure NHI management
What Makes NHI Management a Crucial Component in Cybersecurity? Have you ever wondered why Non-Human Identity (NHI) management is a fundamental part of robust cybersecurity frameworks? With the increasing reliance on digital solutions across various industries, managing machine identities and their associated secrets has never been more critical. NHIs serve as the underlying structure that……
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NDSS 2025 Distributed Function Secret Sharing And Applications
Session 7C: Secure Protocols Authors, Creators & Presenters: Pengzhi Xing (University of Electronic Science and Technology of China), Hongwei Li (University of Electronic Science and Technology of China), Meng Hao (Singapore Management University), Hanxiao Chen (University of Electronic Science and Technology of China), Jia Hu (University of Electronic Science and Technology of China), Dongxiao Liu…
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Symantec, Carbon Black Unite Under Broadcom
Jason Rolleston: Unified Agent and AI Aim to Boost Midmarket Security Capabilities. Broadcom’s integration of Symantec and Carbon Black promises a unified single-agent framework and AI-enhanced threat detection to help small and midmarket businesses defend against sophisticated cyberthreats with limited resources, said Jason Rolleston. First seen on govinfosecurity.com Jump to article: www.govinfosecurity.com/symantec-carbon-black-unite-under-broadcom-a-30412
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React2Shell: Anatomy of a max-severity flaw that sent shockwaves through the web
What the research quickly agreed on: Across early reports from Wiz, Palo Alto Networks’ Unit 42, Google AWS, and others, there was a strong alignment on the core mechanics of React2Shell. Researchers independently confirmed that the flaw lives inside React’s server-side rendering pipeline and stems from unsafe deserialization in the protocol used to transmit component…
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Top 5 real-world AI security threats revealed in 2025
Tags: access, ai, api, attack, breach, chatgpt, cloud, control, credentials, cybercrime, data, data-breach, defense, email, exploit, flaw, framework, github, gitlab, google, injection, least-privilege, LLM, malicious, malware, microsoft, nvidia, open-source, openai, rce, remote-code-execution, risk, service, software, supply-chain, theft, threat, tool, vulnerabilityA critical remote code execution (RCE) in open-source AI agent framework Langflow that was also exploited in the wildAn RCE flaw in OpenAI’s Codex CLIVulnerabilities in NVIDIA Triton Inference ServerRCE vulnerabilities in major AI inference server frameworks, including those from Meta, Nvidia, Microsoft, and open-source projects such as vLLM and SGLangVulnerabilities in open-source compute framework…
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Superagent: Open-source framework for guardrails around agentic AI
Superagent is an open-source framework for building, running, and controlling AI agents with safety built into the workflow. The project focuses on giving developers and … First seen on helpnetsecurity.com Jump to article: www.helpnetsecurity.com/2025/12/29/superagent-framework-guardrails-agentic-ai/
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Are current PAM solutions capable of handling NHIs
How Secure Are Your Non-Human Identities? Have you ever wondered how well your organization handles Non-Human Identities (NHIs) within your cybersecurity framework? With technology progresses, so does the complexity of managing machine identities and their associated secrets. These NHIs are crucial for maintaining secure interactions among systems, especially in cloud environments. However, the pressing question……