Exclusive articles about offensive cybersecurity from HackerSec.
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.
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.
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!
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 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.
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 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 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.
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.
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!
