penetration testing
An AI agent can pass every safety check and still leak secrets
A pull request lands with a tidy bug report in the description. A bot reads it before any person does, pulls a few shell commands out of it, gets them approved, and posts the …
Security teams keep finding critical flaws after scheduled testing ends
Enterprise environments change between scheduled security assessments, leaving organizations with periods where new vulnerabilities can go undetected. Synack’s State of …
20 open-source cybersecurity tools to keep your team ready for anything
AI is changing how security teams find vulnerabilities, analyze code, test applications, and protect infrastructure. Developers are building tools to secure AI systems …
Kali Linux 2026.2 trims VM boot times, refreshes its desktops
Penetration testers who run Kali Linux inside virtual machines boot their systems faster after the 2026.2 release. The change comes from a decision about graphics firmware, …
DarkMoon: Open-source AI pentesting platform
Penetration testing has long run on expert time, with specialists spending days probing a network or web application by hand. Manual engagements stretch across weeks, expert …
Companies keep bolting AI onto their products, and the security bill is coming due
Companies keep bolting AI and LLM features onto their products, and the security results are starting to show a pattern. The vulnerabilities those features create get rated …
Security testing was built for a slower world
Software teams are pushing code into production faster than security testing can keep up. AI is accelerating development cycles and adding pressure to security programs that …
Lyrie: Open-source autonomous pentesting agent
Penetration testing has usually required weeks of manual work, specialized tooling, and teams with narrow skill sets. Lyrie, an open-source autonomous security agent built by …
25 open-source cybersecurity tools that don’t care about your budget
Regardless of the operating system you use, managing secrets, apps, cloud, compliance, and security operations can be overwhelming. The free, open-source tools presented in …
PentAGI: Open-source autonomous AI penetration testing system
Penetration testers have long relied on collections of specialized tools, manual coordination, and documented runbooks to work through a target assessment. PentAGI, an …
Training an AI agent to attack LLM applications like a real adversary
Most enterprise software development teams now ship AI-powered applications faster than traditional penetration testing can keep up with. A security team with 500 applications …
Kali Linux 2026.1 ships BackTrack mode, eight new tools, and a kernel upgrade to 6.18
Penetration testers running Kali Linux have a new release to work with. Version 2026.1 delivers the annual theme refresh, a new BackTrack-inspired mode in kali-undercover, …
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