Valkyrie: a Response Framework to Augment Runtime Detection of Time-Progressive Attacks

A popular approach to detect cyberattacks is to monitor systems in real-time to identify malicious activities as they occur. While these solutions aim to detect threats early, minimizing damage, they suffer from a significant challenge due to the presence of false positives. False positives have ...

Application of Deep Reinforcement Learning for Intrusion Detection in Internet of Things: a Systematic Review

The Internet of Things IoT has significantly expanded the digital landscape, interconnecting an unprecedented array of devices, from home appliances to industrial equipment. This growth enhances functionality, e.g., automation, remote monitoring, and control, and introduces substantial security...

Everything You Wanted to Know about LLM-Based Vulnerability Detection but Were Afraid to Ask

Large Language Models are a promising tool for automated vulnerability detection, thanks to their success in code generation and repair. However, despite widespread adoption, a critical question remains: Are LLMs truly effective at detecting real-world vulnerabilities? Current evaluations, which...

Trace Gadgets: Minimizing Code Context for Machine Learning-Based Vulnerability Prediction

As the number of web applications and API endpoints exposed to the Internet continues to grow, so does the number of exploitable vulnerabilities. Manually identifying such vulnerabilities is tedious. Meanwhile, static security scanners tend to produce many false positives. While machine...

The 2025 WAF Wave from the Other Side

Forrester just published its 2025 Web application Firewall Wave. As a former industry analyst, and as a contributor on the vendor side for Imperva cough, a leader in the report, cough, let me share some reactions on the shape of this report. The Center of the Universe The first top level header H...

DEBIAN-CVE-2022-49743

In the Linux kernel, the following vulnerability has been resolved: ovl: Use "buf" flexible array for memcpy destination The "buf" flexible array needs to be the memcpy destination to avoid false positive run-time warning from the recent FORTIFYSOURCE hardening: memcpy: detected field-spanning...

Exploit for Exposure of Sensitive Information to an Unauthorized Actor in Umbraco Umbraco_Cms

Proof of concept for CVE-2025-24011 based on https://github.com/...

CVE-2021-47640

In the Linux kernel, the following vulnerability has been resolved: powerpc/kasan: Fix early region not updated correctly The shadow's page table is not updated when PTERPNSHIFT is 24 and PAGESHIFT is 12. It not only causes false positives but also false negative as shown the following text. Fix ...

CVE-2021-47640

In the Linux kernel, the following vulnerability has been resolved: powerpc/kasan: Fix early region not updated correctly The shadow's page table is not updated when PTERPNSHIFT is 24 and PAGESHIFT is 12. It not only causes false positives but also false negative as shown the following text. Fix ...

UBUNTU-CVE-2021-47640

In the Linux kernel, the following vulnerability has been resolved: powerpc/kasan: Fix early region not updated correctly The shadow's page table is not updated when PTERPNSHIFT is 24 and PAGESHIFT is 12. It not only causes false positives but also false negative as shown the following text. Fix ...

DEBIAN-CVE-2024-57930

In the Linux kernel, the following vulnerability has been resolved: tracing: Have processstring also allow arrays In order to catch a common bug where a TRACEEVENT TPfastassign assigns an address of an allocated string to the ring buffer and then references it in TPprintk, which can be executed...

UBUNTU-CVE-2024-57930

In the Linux kernel, the following vulnerability has been resolved: tracing: Have processstring also allow arrays In order to catch a common bug where a TRACEEVENT TPfastassign assigns an address of an allocated string to the ring buffer and then references it in TPprintk, which can be executed...

Linux kernel 安全漏洞

Linux kernel is the kernel used by Linux, the open source operating system of the Linux Foundation in the United States. A security vulnerability exists in Linux kernel that stems from the processstring function in the tracing module not properly handling array references. This could lead to fals...

SUSE CVE-2024-53212

In the Linux kernel, the following vulnerability has been resolved: netlink: fix false positive warning in extack during dumps Commit under fixes extended extack reporting to dumps. It works under normal conditions, because extack errors are usually reported during -start or the first -dump, it's...

UBUNTU-CVE-2024-53212

In the Linux kernel, the following vulnerability has been resolved: netlink: fix false positive warning in extack during dumps Commit under fixes extended extack reporting to dumps. It works under normal conditions, because extack errors are usually reported during -start or the first -dump, it's...

[SECURITY] [DLA 3957-2] needrestart regression update

------------------------------------------------------------------------- Debian LTS Advisory DLA-3957-2 [email protected] https://www.debian.org/lts/security/ Salvatore Bonaccorso December 02, 2024 https://wiki.debian.org/LTS -...

[SECURITY] [DSA 5815-2] needrestart regression update

------------------------------------------------------------------------- Debian Security Advisory DSA-5815-2 [email protected] https://www.debian.org/security/ Salvatore Bonaccorso December 02, 2024 https://www.debian.org/security/faq -...

Debian dsa-5815 : needrestart - security update

The remote Debian 12 host has a package installed that is affected by a vulnerability as referenced in the dsa-5815 advisory. - ------------------------------------------------------------------------- Debian Security Advisory DSA-5815-2 [email protected] https://www.debian.org/security/...

CVE-2024-50386 Apache CloudStack: Directly downloaded templates can be used to abuse KVM-based infrastructure

Account users in Apache CloudStack by default are allowed to register templates to be downloaded directly to the primary storage for deploying instances. Due to missing validation checks for KVM-compatible templates in CloudStack 4.0.0 through 4.18.2.4 and 4.19.0.0 through 4.19.1.2, an attacker...

Reducing False Positives in API Security: Advanced Techniques Using Machine Learning

False positives in API security are a serious problem, often resulting in wasted results and time, missing real threats, alert fatigue, and operational disruption. Fortunately, however, emerging technologies like machine learning ML can help organizations minimize false positives and streamline t...