Tips to optimise LinkedIn for security job search, including keywords, recommendations and project highlights. keywords: linkedin cybersecurity, personal branding, job search tips, social proof

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

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

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

Explores how RL-based attack path generators can mislead red teams and defense planning. keywords: reinforcement learning security, attack graph, red team ai, falsenegatives, defense gaps