Posts

Showing posts with the label AI Security

What Is Zero Trust Security? Why It Matters in 2026 (Complete Guide)

Image
What Is Zero Trust Security? Complete 2026 Guide — How It Works, Why Every Company Needs It & How to Implement It What Is Zero Trust Security? Complete 2026 Guide — How It Works, Why Every Company Needs It & How to Implement It By Amardeep Maroli | April 8, 2026 | Zero Trust, Cybersecurity, Network Security | 15 min read Home About Contact For decades, network security worked like a medieval castle. Build a strong wall around the perimeter — a firewall — and trust everyone inside it. Your employees on the corporate network were trusted. External users were not. The strategy was: if you can get inside the wall, you have access. That model collapsed. Not because firewalls stopped working, but because the premise it depended on — a meaningful inside and outside — stopped being real. Employees work from coffee shops, home networks, and airports. Data lives in cloud services that have no physical ...

OpenAI API Security Guide(2026)

Image
OpenAI API Security Guide 2026: Protect Your API Keys, Prevent Abuse & Build Secure AI Applications OpenAI API Security Guide 2026: Protect Your API Keys, Prevent Abuse & Build Secure AI Applications By Amardeep Maroli | April 7, 2026 | OpenAI API, API Security, Developer Guide | 15 min read Home About Contact Every week, thousands of OpenAI API keys are found exposed in public GitHub repositories. Most of them were committed accidentally by developers who didn't realise the key was in their code. By the time the developer notices, the key has been scraped by automated bots, abused for free API usage, and in some cases used to run up bills that OpenAI may or may not refund. But API key exposure is just the most visible OpenAI security problem — not the only one. The API has a surface area that most developers don't fully think through: billing controls, rate limits...

AI for Bug Bounty: Smart Hacks or Overhyped?

Image
Using AI for Bug Bounty Hunting: Smart Hacks or Overhyped? — Honest 2026 Analysis With Real Lab Results Using AI for Bug Bounty Hunting: Smart Hacks or Overhyped? — Honest 2026 Analysis With Real Lab Results By Amardeep Maroli | April 7, 2026 | Bug Bounty, AI Security, Ethical Hacking | 14 min read Home About Contact The bug bounty community has a complicated relationship with AI. Half of every forum thread I read is people claiming it revolutionises their workflow — finding vulnerabilities in minutes, automating recon, generating payloads instantly. The other half is experienced hunters saying it is mostly hype and that AI cannot find what actually pays. Both sides are partially right. Neither is giving you the nuanced answer you need to actually decide how to use AI in your hunting workflow. I have been testing AI tools against deliberately vulnerable applications — DVWA, Juice Shop, PortSwig...