AI & Cybersecurity - Artificial intelligence in security
Everything about AI in cybersecurity: AIOps, GenAI, machine learning in threat detection, SOC automation, AI model security. Expert guides by nFlo.
Topics in this hub
AIOps & Automation
24 articlesAI-driven operations and security automation
GenAI in Security
4 articlesGenerative AI and LLMs in cybersecurity
AI in Threat Detection
3 articlesAI-powered threat detection and anomaly analysis
All articles about AI & Cybersecurity
CVE-2026-1115: Cross-site scripting in Lollms
A Stored Cross-Site Scripting (XSS) vulnerability was identified in the social feature of parisneo/lollms, affecting the latest version prior to 2.2.0. The vulnerability exists in the `create_post` fu...
CVE-2026-36235: SQL injection in Itsourcecode Online Student Enrollment System
A SQL injection vulnerability was found in the scheduleSubList.php file of itsourcecode Online Student Enrollment System v1.0. The reason for this issue is that the 'subjcode' parameter is directly em...
Machine-readable security attestations — automating compliance in CI/CD
Static compliance reports cannot keep pace with modern development. Machine-readable security attestations enable automatic security verification on every CI/CD pipeline run.
CVE-2026-1114: Access control bypass in Parisneo lollms
In parisneo/lollms version 2.1.0, the application's session management is vulnerable to improper access control due to the use of a weak secret key for signing JSON Web Tokens (JWT). This vulnerabilit...
CVE-2026-5627: Information disclosure in Mintplex Labs anything-llm
A path traversal vulnerability exists in mintplex-labs/anything-llm versions up to and including 1.9.1, within the `AgentFlows` component. The vulnerability arises from improper handling of user input...
AI in cybersecurity — offensive and defensive applications in 2026
AI in cyberattacks vs AI in cyberdefense — deepfake, spearphishing, anomaly detection, threat hunting, SOAR. Case studies and 2026 predictions.
Artificial Intelligence and State-Sponsored Cyberattacks — Google's Report on AI in Cyber Operations
Google GTIG report reveals how APT from China, Iran, North Korea, and Russia exploit AI. Learn model distillation, Gemini API malware usage, and how to defend.
Chained Exploitation of n8n: How RidgeBot Detects Workflow Takeover in Practice
A series of critical vulnerabilities in n8n demonstrates how chained exploitation can lead to complete takeover of automation infrastructure. RidgeBot as a continuous security validation platform detects such scenarios before attackers do.
Cybersecurity Trends 2026 — What Awaits Organizations in the Coming Year
What will dominate cybersecurity in 2026? AI-driven attacks, identity-first security, platform consolidation, and NIS2, DORA, and CRA enforcement — for IT leaders.
AI Security — How to Protect Machine Learning Models and Training Data from Attacks
AI models and training data are prime attack targets. Learn how to protect AI systems from model theft, data poisoning, and adversarial sample attacks in production.
Trends and Future of Penetration Testing
Explore the future of penetration testing – from automation to new trends that will revolutionize cybersecurity.
LLM Security — enterprise risk assessment framework
LLM risk assessment framework for enterprises — ML supply chain, model poisoning, data leakage, prompt injection, regulatory compliance (EU AI Act, NIS2). Practical guide.
LLM Security - Prompt Injection and AI Threats [OWASP Top 10]
Learn about threats to large language models: prompt injection, jailbreaking, data leakage. OWASP Top 10 LLM and how to safely deploy AI.
How Attackers Use AI — Deepfake, Automated Phishing, and Next-Gen Malware
AI is not just a defender's tool. Deepfake, spear-phishing, and generative malware change the rules. Learn how to protect your organization from AI-powered attacks.
What is AI and How Can Artificial Intelligence Revolutionize Your Business?
Artificial intelligence has moved beyond science fiction. It's here now and becoming a key competitive advantage driver. From process automation to data-driven decisions – AI is a revolution you cannot ignore.
What is artificial intelligence and how is AI redefining the rules of the game in business?
Artificial intelligence is not just another technology - it's a new industrial revolution that fundamentally changes the way we operate, compete and create value. Ignoring it is no longer an option. This strategic guide for leaders is an in-depth look at the world of AI. We answer 11 key questions:
Agentic AI Framework: How Autonomous AI Agents Transform Security Testing
Agentic AI is a breakthrough in security automation. Multi-agent AI systems can autonomously plan, execute, and adapt test strategies. RidgeGen Framework demonstrates how this technology transforms penetration testing.
RidgeGen: How Generative AI Revolutionizes Penetration Testing
RidgeGen is a breakthrough generative AI module in RidgeBot 5.2 that combines traditional TensorFlow algorithms with GenAI models. Operating completely offline, it ensures precise risk identification with zero false positives.
Introduction to AI in Cybersecurity - Everything You Need to Know
AI is revolutionizing cybersecurity by automating threat detection and increasing protection effectiveness.
The use of AI by hackers: how is artificial intelligence changing the face of cyberattacks?
Tools such as ChatGPT have democratized access to advanced artificial intelligence. Unfortunately, hackers are also taking advantage of this. AI is becoming their personal assistant, helping to write malicious code, create perfectly personalized phishing campaigns and automate reconnaissance for vul
SOAR platforms: how automation and orchestration are revolutionizing SOC work?
SOC analysts are drowning in repetitive tasks and alerts while real threats demand their attention. SOAR platforms act as a force multiplier for the security team. They automate tedious processes, orchestrate the operation of dozens of tools and allow people to focus on what they are best at - think
Threat hunting: how to proactively hunt for hidden threats in your network?
The most dangerous cybercriminals can hide online for months, bypassing automated defenses. Threat hunting is a change in philosophy - from passively waiting for alerts, to actively hunting for an intruder. It's detective work, in which the analyst assumes that systems have already been breached and
AI Contract Automation: Who Will Provide Secure Infrastructure?
Generating repetitive documents, such as NDAs or company agreements , is an ideal task for AI. It saves dozens of hours . But for this system to run smoothly, it needs a robust and secure infrastructure.
LegalTech and AI — Adoption in Europe: How Law Firms Are Implementing Artificial Intelligence
Artificial intelligence is revolutionizing the legal industry, but the pace of this revolution varies by country. While Germany and Nordic countries lead the way, Poland remains conservative. How do different countries handle AI adaptation, regulations, and ethics in law?
What is RPA and how does robotic process automation work?
RPA is a technology that allows you to automate repetitive tasks in your company. Discover how software robots work, the benefits they bring and how to safely implement them in finance, HR or customer service with the help of nFlo experts.
Vectra Cognito: Automated Cyber Threat Detection
Learn how Vectra AI automatically detects threats and protects your company from cyberattacks. Discover the advanced features and benefits of this tool for network traffic monitoring and analysis.
What is Artificial Intelligence and how is AI changing business?
AI is not the future, it's the present of business. Our guide for managers explains how to distinguish AI from the hype, prepare your company for the revolution, and safely implement solutions that will drive growth with the help of nFlo experts.
What is Machine Learning and how does machine learning support business?
Machine Learning (ML) is the key to data-driven decision making. Discover how to forecast sales, detect fraud and personalize your offerings by leveraging the potential of ML with the help of nFlo experts.
LegalTech and Artificial Intelligence: Revolution in Law Firm Work
Artificial intelligence is entering the world of law, automating tedious tasks and allowing lawyers to focus on strategy. From analyzing contracts in minutes to patent process support – AI doesn't replace the lawyer but becomes their most powerful tool.
What are AI applications and how does artificial intelligence support business?
AI applications are the future of business. Discover how they automate processes, personalize offerings and support decisions. See how nFlo can help you implement a tailor-made and secure AI solution.
AI in LegalTech: How Artificial Intelligence Improves Client Service Quality and Efficiency
Clients expect lawyers to deliver fast, accurate, and cost-effective services. Artificial intelligence makes it possible to meet these demands. Automation of tedious tasks frees up lawyers' time, allowing them to focus on what matters most – the client.
What is artificial intelligence and how to safely use its potential in business?
Artificial intelligence has ceased to be a futuristic vision and has become a powerful tool that is revolutionizing business. However, its implementation presents not only opportunities, but also serious challenges, especially in the areas of security and compliance. This complete guide answers the
Automating ISO 27001 and NIS2 Compliance: How RidgeBot® Supports Regulatory Requirements
Maintaining compliance with standards like ISO 27001 and new regulations like NIS2 is an ongoing process, requiring a great deal of work and documentation. This article shows how an automated security validation platform such as RidgeBot® can become a powerful ally in this process, helping to contin
Micro Focus Fortify – Automatic Code Vulnerability Testing
Learn how Micro Focus Fortify automates code vulnerability testing. Discover tools and methods that help identify and fix vulnerabilities, ensuring a higher level of application security.
AWS security audit by CIS Benchmarks: From manual verification to intelligent automation - the road to cyber resilience
Learn how to perform a CIS Benchmarks compliant AWS audit, combining manual verification and automation.
Automation in vulnerability management
Learn how automating vulnerability management improves IT efficiency and security. Learn how to reduce risk and accelerate threat response.
What is artificial intelligence and how to use AI in business?
Artificial intelligence (AI) is revolutionizing business. Discover its types, applications and benefits. Learn how to safely implement AI in compliance with RODO, avoid mistakes and measure ROI with the help of nFlo experts.
What is automation and how to implement in an organization?
Automation is the key to efficiency and innovation. Discover how to identify processes to automate, what tools to choose and how to measure ROI. See how nFlo can help you implement effective solutions and prepare your team for change.
Automation vs. manual penetration testing: When to use each method?
Learn the differences between automated and manual penetration tests and how to effectively combine them for better protection of IT systems.
The Future of Pentesting: How AI and Machine Learning are changing security testing.
Discover how artificial intelligence and machine learning are revolutionizing penetration testing, increasing efficiency and automation in detecting threats.
AI and machine learning in data management: Automation, data analysis and storage optimization
AI and ML are transforming data management, supporting automation, analysis and optimization of business processes.
What is AML and what impact does it have on Cyber Security? Analysis
Learn what AML (Anti-Money Laundering) is - a set of procedures and regulations designed to counter money laundering and terrorist financing. Learn how AML affects cyber-security by protecting financial systems from criminal use.
Human-AI Collaboration in Cybersecurity: Augmentation Over Automation
The future of cybersecurity isn't a choice between humans and AI. It's a synergy where algorithms handle monotonous tasks while experts focus on strategic decisions. Discover the collaboration model that increases security team effectiveness.
How Does Artificial Intelligence Think? Deep Analysis of the RidgeBot Engine
The term 'artificial intelligence' is used in every context today, often as an empty marketing slogan. But what does it really mean when we talk about AI in the context of offensive cybersecurity? This article is a unique, deep dive into the 'brain' of the RidgeBot platform – the AI engine RidgeBrain.
What is RPA and how does robotic process automation work in business?
Your skilled employees spend hours copying data between systems and generating the same reports? This is a hidden brake on your company's growth. This guide is an in-depth introduction to Robotic Process Automation (RPA), the technology that allows you to unlock this potential. We explain step-by-st
Penetration Testing Automation - Tools and Techniques
Discover key penetration testing automation tools and techniques that increase IT efficiency and security.
IT Resource Management Automation with IBM Turbonomic
The growth in applications, servers, and other resources requires modern tools to help optimize and automate these processes.
Intelligent Cloud Automation with IBM Turbonomic
Intelligent cloud automation with IBM Turbonomic from nFlo: IT resource and performance optimization. Increase the efficiency of your infrastructure.
Cloud Monitoring Automation with IBM Instana
Cloud monitoring automation with IBM Instana from nFlo: increase efficiency and reliability of your IT infrastructure.
RidgeBot – Penetration Testing Automation
RidgeBot from nFlo: penetration testing automation. Increase the effectiveness and speed of identifying security vulnerabilities.
The Importance of Ethics in AI Design - Why Responsible Development and Deployment of Artificial Intelligence is Key to the Future
The importance of ethics in AI design from nFlo: responsible development and deployment of artificial intelligence. Key to a secure future.
Digital Transformation with HCL Workload Automation
Digital transformation with HCL Workload Automation from nFlo: automate processes and increase your company's efficiency.
IT Automation and Security with HCL BigFix
IT Automation and Security with HCL BigFix from nFlo: manage your IT infrastructure efficiently and securely.
What is IBM watsonx.governance? Features, Operation and Implementation Benefits
IBM WatsonX Governance ensures compliance and data security by automating management in AI environments.
AI Model Management in the Era of Responsible Artificial Intelligence: IBM watsonx.governance Product Analysis
Learn how IBM watsonx.governance supports responsible AI management, ensuring compliance, ethics, and transparency of AI models in organizations.
Application and Endpoint Management with baramundi Management Suite
Learn about Baramundi Management Suite - a tool for managing applications and endpoints that automates tasks and increases productivity.
Penetration Testing Automation with RidgeBot
RidgeBot is an advanced penetration testing automation tool that enables effective detection and elimination of security vulnerabilities.
How Vectra AI Uses AI Technology for Threat Detection Automation, False Alarm Reduction, and Rapid Attack Response
Vectra AI is an innovative platform using artificial intelligence for advanced real-time threat detection and response.
Ivanti Neurons for Patch Management: Patch Management Automation
Ivanti Neurons for Patch Management automates the patch management process, enabling fast and effective vulnerability elimination.
How Radware Bot Manager Uses AI to Identify and Neutralize Malicious Bots, Protecting Applications and Data Against Automated Attacks
Radware Bot Manager is an advanced tool that uses artificial intelligence to identify and neutralize malicious bots.
Unified Endpoint Management with baramundi Management Suite: Automation and Optimization of IT Processes
Automate and optimize endpoint management with baramundi Management Suite. See how tools support IT in improving efficiency and security.
Patch Management Automation with baramundi
Patch management automation with baramundi is key to efficient IT system maintenance. Learn about the solution's benefits and its impact on infrastructure security and performance.
FortiXDR: Advanced Threat Detection and Response
Ensure advanced threat detection and response with FortiXDR. Discover how this tool improves IT security through automation and threat analysis.
Cost Savings Through Automation with RidgeBot
Save on security testing with RidgeBot. Learn how penetration testing automation reduces costs and increases efficiency in threat detection.
IT Automation with Red Hat Ansible Automation Platform
Automate IT management with Red Hat Ansible Automation Platform. Learn how this solution simplifies deployment, configuration management, and operations in IT environments.
How Artificial Intelligence Can Transform Your Business - IBM watsonx.ai Overview
Discover how IBM watsonx.ai artificial intelligence can revolutionize your company. Learn about the capabilities offered by this advanced AI platform.
Want to implement AI in cybersecurity?
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Related Topics
SOC
Security Operations Center - 24/7 monitoring and incident response
Vulnerability Management
Vulnerability management - identification, prioritization and remediation
DevSecOps
Security in software development - CI/CD, SAST/DAST
Cloud Security
Cloud security - protecting AWS, Azure and GCP environments
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