Are Proprietary CRQ Models Black Boxes? | Kovrr

sbom-cve-check 1.4.0 released

sbom-cve-check 1.4.0 has been released, adding an OpenVEX exporter and improving Linux kernel CVE analysis and version parsing. The new openvex export type, contributed by Andrey Zhizhikin, generates OpenVEX v0.2.0 documents with VEX assessments, configurable via a new --export-author option. Kernel CVE handling now distinguishes mainline versions like 6.12 from stable versions like 6.12.34 to reduce false positives and negatives. Version parsing also gained support for formats like 0.9~rc5 and Ubuntu-style suffixes, and build metadata like 1.25.0+4f85853f64 is now ignored per semver rules. Install or upgrade with pip install --upgrade "sbom-cve-check[extra]".

Red Flags to Watch for When Choosing Between AI Pentesting Vendors

Choosing between AI pentesting vendors requires looking past marketing labels like 'autonomous' or 'agentic' because the underlying systems vary widely. A Stanford-led study ran different AI agent frameworks against a live 8,000-host network and found that between 55% and 82% of reported findings were confirmed as real vulnerabilities. Swapping only the underlying model moved one framework's valid finding rate from 57% to 80%, yet that same framework still scored lowest overall since its findings stayed shallow. On a CTF-style benchmark two frameworks scored near-identically (48.6% vs 45.9%), but on the live network one scored nearly three times higher on severity and complexity. Buyers should demand proof of exploitation, real-network results, clear safety controls, data handling answers and clarity on what 'continuous' actually means.

N-able takes cloud platform offline after 30+ "zero-days" published

N-able has taken its hosted N-central environments offline and urged on-premises customers to shut down their servers after a security researcher publicly disclosed more than 30 alleged zero-day vulnerabilities, including exploits that could let attackers take over vulnerable systems.

Learn Real-World Penetration Testing: Hands-On Ethical Hacking Crash Course

Understanding how malicious actors infiltrate networks is the first step to building resilient infrastructure. To help developers and aspiring security analysts learn the fundamentals of offensive sec

Pwn.college

pwn.college is a free, hands-on education platform for learning core cybersecurity and hacking skills, maintained by a team at Arizona State University. Learners progress through belt ranks, starting with a 'white belt' and earning belts through practice. Hackers continue beyond the platform to 'brown belt' and eventually 'black belt' status, which must happen outside the dojo. The site powers much of ASU's cybersecurity curriculum and asks users not to post writeups or walkthrough videos of challenge solutions. It points learners toward CTFtime.org for Capture The Flag events and a GitHub list of wargames for further practice. The underlying infrastructure is open source and accepts pull requests, though some modules remain closed-source.

Who Gives A Crap? Hackers, apparently, after toilet paper maker's customer data exposed

UK shoppers caught up in third-party security mess, and nobody knows whether the data was flushed away

A Little Snitch for Windows

PacketHound is a free outbound firewall for Windows. The first time an app tries to connect to the internet, it asks you: Allow or Block.

CVE Tracker

CVE Tracker theo dõi số lượng CVE được công bố mỗi ngày kể từ năm 1999, dữ liệu được cập nhật hàng ngày từ danh sách chính thức của CVE. Công cụ này giúp theo dõi xu hướng lộ trình bảo mật qua các năm, cho thấy số lượng lỗ hổng tăng đáng kể từ khoảng 500 CVE/năm lên hơn 25,000 CVE/năm. Số liệu thống kê minh họa rõ ràng sự gia cấp số lượng lỗ hổng phần mềm theo thời gian, phản ánh sự phát triển phức tạp của hệ thống công nghệ ngày nay. Dữ liệu từ CVE Tracker là nguồn tham khảo hữu ích cho các developer và security team trong việc đánh giá mức độ rủi ro và phân bổ nguồn lực bảo mật.

CVE Tracker giúp bạn theo dõi số lượng lỗ hổng bảo mật CVE mới mỗi ngày từ nguồn chính thức.