Networking equipment company Netgear has released yet another round of patches to remediate a high-severity remote code execution vulnerability affecting multiple routers that could be exploited by remote attackers to take control of an affected system. Tracked as CVE-2021-34991 (CVSS score: 8.8), the pre-authentication buffer overflow flaw in small office and home office … [Read more...] about Critical Root RCE Bug Affects Multiple Netgear SOHO Router Models
Models
New ‘unc0ver’ Tool Can Jailbreak All iPhone Models Running iOS 11.0
A popular jailbreaking tool called "unc0ver" has been updated to support iOS 14.3 and earlier releases, thereby making it possible to unlock almost every single iPhone model using a vulnerability that Apple in January disclosed was actively exploited in the wild. The latest release, dubbed unc0ver v6.0.0, was released on Sunday, according to its lead developer Pwn20wnd, … [Read more...] about New ‘unc0ver’ Tool Can Jailbreak All iPhone Models Running iOS 11.0
How We Trained Overfit Models to Identify Malicious Activity
In this blog, we present the results of some preliminary experiments with training highly “overfit” (interpolated) models to identify malicious activity based on behavioral data. These experiments were inspired by an expanding literature that questions the traditional approach to machine learning, which has sought to avoid overfitting in order to encourage model … [Read more...] about How We Trained Overfit Models to Identify Malicious Activity