framework

Cybersecurity AI (CAI): Open-source framework for AI security
Cybersecurity AI (CAI) is an open-source framework that helps security teams build and run AI-driven tools for offensive and defensive tasks. It’s designed for anyone working …

Building security that protects customers, not just auditors
In this Help Net Security interview, Nir Rothenberg, CISO at Rapyd, discusses global differences in payment security maturity and the lessons that can be learned from leading …

Can AI agents catch what your SOC misses?
A new research project called NetMoniAI shows how AI agents might reshape network monitoring and security. Developed by a team at Texas Tech University, the framework brings …

KillChainGraph: Researchers test machine learning framework for mapping attacker behavior
A team of researchers from Frondeur Labs, DistributedApps.ai, and OWASP has developed a new machine learning framework designed to help defenders anticipate attacker behavior …

AIDEFEND: Free AI defense framework
AIDEFEND (Artificial Intelligence Defense Framework) is an open knowledge base dedicated to AI security, providing defensive countermeasures and best practices to help …

New framework aims to outsmart malware evasion tricks
Attackers have learned how to trick machine learning malware detectors with small but clever code changes, and researchers say they may finally have an answer. In a new paper, …

What happens when penetration testing goes virtual and gets an AI coach
Cybersecurity training often struggles to match the complexity of threats. A new approach combining digital twins and LLMs aims to close that gap. Researchers from the …

The top CTEM platforms you should know in 2025
Continuous Threat Exposure Management (CTEM) is a cybersecurity strategy originally coined by Gartner analysts, which focuses on identifying, prioritizing, validating, and …

The legal minefield of hacking back
In this Help Net Security interview, Gonçalo Magalhães, Head of Security at Immunefi, discusses the legal and ethical implications of hacking back in cross-border cyber …

How FinTechs are turning GRC into a strategic enabler
In this Help Net Security interview, Alexander Clemm, Corp GRC Lead, Group CISO, and BCO at Riverty, shares how the GRC landscape for FinTechs has matured in response to …

CC Signals lets you set boundaries with AI without locking down your work
Creative Commons introduced CC Signals, a new framework that helps data and content owners communicate how they want their work used by AI systems. The idea is to build a …

Enterprise SIEMs miss 79% of known MITRE ATT&CK techniques
Using the MITRE ATT&CK framework as a baseline, organizations are generally improving year-over-year in understanding security information and event management (SIEM) …
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