From Burp History to Intelligent Findings: Building an AI-Driven JavaScript Bug Hunting Pipeline

This article describes a simulated bug bounty scenario created for educational purposes.

When I told people I had started learning cybersecurity, the first question was almost always the same.

As enterprises rush to deploy large language models and autonomous agents, they are opening structural attack surfaces they aren’t equipped…

How I exploited a Linux server for my Master’s final exam and translated the attack into actionable MITRE ATT&CK intelligence.

How multi-agent AI is reshaping offensive security, penetration testing, and vulnerability research.

Everyone says “we should do a pentest.” Far fewer can say what actually happens during one, why permission is the whole game, or why the…

Background Story: Benign is about a client’s IDS flagged suspicious process execution on a host in their HR department. There were some…

Introduction

Become a certified cybersecurity professional with Offenso Hackers Academy. Explore career-focused training in ethical hacking, network…

1. Check for SQL Injection

A critical vulnerability has been unearthed within the Linux kernel. This flaw empowers an ordinary user to escalate their privileges to root. It threatens not merely servers and workstations, but…

At a glance: Actor/Group: TAG-182 threat cluster (suspected Iran-nexus) Activity Type: Cyber surveillance and malware distribution Targets/Victims: Iranian citizens and dissidents worldwide Scale:…

In March 2026, HiAnime abruptly announced its closure and issued a farewell statement. This platform was arguably the largest and most user-friendly pirated anime website globally. At the time, th…

Every bug bounty hunter has curl installed. Few use it to its full potential. While Burp Suite and custom scripts get the limelight, curl…

No customer support call. No re-verification.

Most people know XXE. Few think to look for it inside a spreadsheet upload. But beneath every .xlsx is really a ZIP archive full of XML…

A growing number of products are building real-time AI voice features directly into their web applications. The most common pattern is a…