Investigates hallucination in security chatbots and mitigation via retrieval augmentation. keywords: ai hallucination, security chatbot, llm guardrails, misinformation, knowledge bases

Action plan to curate repositories, write case studies and attract recruiters on GitHub. keywords: github portfolio, cyber projects, open source security, showcase work, hiring managers

Analysis of recent autonomous vehicle cyber incidents and lessons for manufacturers. keywords: autonomous vehicle security, hacking events, lidar spoofing, firmware exploits, automotive cyber

Detailed tutorial on using ML to spot and remediate identity permission drift in multi-cloud accounts. keywords: iam drift detection, ai identity analytics, cloud permissions, zero trust, remediation

Negotiation frameworks and perks to demand when accepting fully remote security roles. keywords: remote cybersecurity jobs, salary negotiation, flexible work, benefits, career growth

Evaluates AI assistants that draft security policies, scoring on accuracy, regulatory coverage and edit effort. keywords: genai policy drafting, compliance automation, security governance, ai tools compare

Tutorial for deploying lightweight security mesh on edge devices to segment IoT workloads. keywords: edge security mesh, iot segmentation, smes cybersecurity, microsegmentation, zero trust edge

Step-by-step roadmap for IT professionals switching to security roles, including reskilling paths and cert guides. keywords: it to cybersecurity, career transition, reskilling, security certifications, salary boost

Highlights hidden gaps when deploying AI-generated incident response playbooks and how to mitigate them. keywords: autonomous ir, ai incident response, playbook quality, security automation risks

Hands-on walkthrough for adding zk-proof authentication to web apps using open-source libraries. keywords: zero knowledge authentication, zk proof login, privacy preserving security, web3 auth