Blog

Exclusive articles about offensive cybersecurity from HackerSec.

Yaga 3 SuperIntelligence

Yaga 3 Superintelligence is the new generation of HackerSec’s pentest agent. Where the previous generation orchestrated four AI models, Yaga 3 combines six, working complementarily across the stages of the pentest: more perspectives on the same surface and fewer blind spots. The Chain Engine v3 extends chaining from initial access to domain compromise, and a new CVE Intelligence engine verifies newly disclosed vulnerabilities, including when no public exploit yet exists.

Yaga Exploring Web Applications

Web applications are the primary vector in 68% of confirmed incidents (Verizon DBIR 2025). This article details the seven-phase pipeline Yaga uses to conduct autonomous web penetration tests: from intelligent reconnaissance and technology fingerprinting to multi-stage exploit chaining, powered by a Knowledge Graph and Chain Engine. Across 150 cases covering the entire OWASP Top 10, Yaga achieves a 98% detection rate including 97.6% for XSS and 93.3% for exploit chains with a 1.8% false positive

How YAGA Scores Contextual Criticality

How YAGA turns technical, threat and business-context signals into real risk. The report details the full mathematical pipeline (KEV, EPSS, ARO, Bayesian inference, SLE/ALE in the FAIR model, environment multiplier, historical correlation and the technical-severity floor) and shows, in a case study, how the same CVSS 9.8 CVE yields Medium criticality in staging and Critical in production.

Yaga Containment Architecture

We introduce the Safety-Effectiveness Pareto Score (SEPS), a composite metric that quantifies the trade-off between operational safety and offensive capability, and we detail the hallucination detection pipeline that ensures every reported finding corresponds to a real and exploitable vulnerability.

Pentest AI-First vs. AI-Native: AI-driven Pentesting

AI-First or AI-Native pentesting: which model offers better security? Discover how AI is reshaping penetration testing and the vital role of human experts. Find out which approach suits your cybersecurity needs best!

Benchmark: YAGA vs. Standalone LLMs

YAGA outperforms standalone LLMs in penetration testing, revealing a striking performance gap across 248 scenarios. Discover how its multi-agent architecture eliminates common failures and delivers more effective exploitation across infrastructure, web, APIs, and mobile. Don't fall behind on security!

YAGA Exploring Active Directory

YAGA transforms Active Directory security by operating continuously, mapping vulnerabilities before attackers do. Discover how this autonomous agent identifies and exploits attack paths, ensuring your infrastructure stays protected and always one step ahead of threats.

New Pentest AI-Native

Artificial intelligence is transforming pentests with the AI Native model, where an AI agent conducts thorough tests while experts validate results. Discover how this approach boosts efficiency, mitigates risks, and enhances security in our rapidly evolving digital landscape.

Yaga Exploring Linux Environments

YAGA uncovers 12 vulnerabilities in Linux utilities on Ubuntu 24.04 LTS, including bypasses of CVE patches. Discover how this autonomous tool overcomes the limitations of traditional methods and exposes critical flaws that could leave your system vulnerable. Don't be left at the mercy of incomplete fixes!

Yaga Exploring Mobile Applications

YAGA treats mobile as a distinct attack surface, with dedicated methodology for Android and iOS. Its architecture combines static analysis, dynamic instrumentation, and cross-platform correlation in an autonomous cycle — identifying everything from unprotected exported components to exposed tokens and unvalidated deep links. Black Box, Gray Box, or White Box: YAGA adapts its orchestration to the available access level and delivers complete exploitation chains with full evidence.

Ultimate Benchmark for Yaga Pentest Agent

Discover how large language models are revolutionizing pentesting with YAGA, an AI agent that blends automation and human validation. Which LLMs excel in complex attack chains? Don't miss the surprising results that could transform your cybersecurity approach.

HackerSec & e-Safer: Partners in Next-Gen Offensive Cybersecurity

The new partnership between HackerSec and e-Safer is set to revolutionize cybersecurity in Brazil. Discover how continuous pentesting and AI can safeguard your business in an ever-evolving digital landscape. Don’t get left behind—learn more about this transformation!