Malware Detection through Memory Analysis

This paper summarizes the research conducted for a malware detection project using the Canadian Institute for Cybersecurity's MalMemAnalysis-2022 dataset. The purpose of the project was to explore the effectiveness and efficiency of machine learning techniques for the task of binary classificatio...

ctf-skills

ctf-skills Claude Codehttps://docs.anthropic.com/en/docs/c...

Exploit for CVE-2025-12197

Security Research This repository contains my security resea...

nightfury

NightFury Framework Version 2.0 | Professional Red Team Ope...

Toxic_Flow_Analysis_Framework_For_Agentic_AI

Toxic Flow Analysis TFA Framework A Secure-by-Design framew...

SUSE CVE-2026-23026

In the Linux kernel, the following vulnerability has been resolved: dmaengine: qcom: gpi: Fix memory leak in gpiperipheralconfig Fix a memory leak in gpiperipheralconfig where the original memory pointed to by gchan-config could be lost if krealloc fails. The issue occurs when: 1. gchan-config...

Malicious code in roots-cms-client (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 9670a58bdf8573b9c7d94a74cf58593a55692bfcf33d931693680389b981f89c The package roots-cms-client was found to contain malicious code. Source: ghsa-malware 88007d193d64ac8d7a2a970903353601b1f620a48f22c3cd3c7a838da0cce4...

MAL-2026-607 Malicious code in banquet-runtime-modules (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 236dee5bac395a6446685322fb3dadb454e4b7f7d43a132111a8392721fed206 The package banquet-runtime-modules was found to contain malicious code. Source: ghsa-malware...

Semantic-Aware Advanced Persistent Threat Detection Using Autoencoders on LLM-Encoded System Logs

Advanced Persistent Threats APTs are among the most challenging cyberattacks to detect. They are carried out by highly skilled attackers who carefully study their targets and operate in a stealthy, long-term manner. Because APTs exhibit "low-and-slow" behavior, traditional statistical methods and...

Zeek 8.0.6

Zeek is a powerful network analysis framework that is much different from the typical IDS you may know. While focusing on network security monitoring, Zeek provides a comprehensive platform for more general network traffic analysis as well. Well grounded in more than 15 years of research, Zeek ha...

Sifting the Noise: A Comparative Study of LLM Agents in Vulnerability False Positive Filtering

Static Application Security Testing SAST tools are essential for identifying software vulnerabilities, but they often produce a high volume of false positives FPs, imposing a substantial manual triage burden on developers. Recent advances in Large Language Model LLM agents offer a promising...

Turning threat reports into detection insights with AI

Security teams routinely need to transform unstructured threat knowledge, such as incident narratives, red team breach-path writeups, threat actor profiles, and public reports into concrete defensive action. The early stages of that work are often the slowest. These include extracting tactics,...

Exploit for Out-of-bounds Write in Google Chrome

CVE-2025-5419 An uninitialized read vulnerability by incorrec...

osTicket 1.18.3 Intelligence and Security Analysis Module

This Metasploit auxiliary module is designed for intelligence gathering, security analysis, and vulnerability discovery in osTicket installations. It performs passive and active reconnaissance without direct exploitation and stores results in the Metasploit database for reporting...

The vulnerability of the Suricata intrusion detection and prevention system, due to the unlimited distribution of resources, allows an intruder to trigger a service failure.

The vulnerability of the Suricata intrusion detection and prevention system is related to the unlimited distribution of resources during DNP3 traffic analysis. Exploiting this vulnerability can allow a malicious actor to cause service interruptions...

Chasing Elusive Memory Bugs in GPU Programs

Memory safety bugs, such as out-of-bound accesses OOB in GPU programs, can compromise the security and reliability of GPU-accelerated software. We report the existence of input-dependent OOBs in the wild that manifest only under specific inputs. All existing tools to detect OOBs in GPU programs...

MAL-2026-594 Malicious code in epic-asset-uploader (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector cc2cb990940a69aa54175e17a56f993e9c380e4eb2bbe8fc9f6e86c09b252464 The package epic-asset-uploader was found to contain malicious code. Source: ghsa-malware...

Malicious code in epic-asset-uploader (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector cc2cb990940a69aa54175e17a56f993e9c380e4eb2bbe8fc9f6e86c09b252464 The package epic-asset-uploader was found to contain malicious code. Source: ghsa-malware...

data_analysis_exploitdb

No d...

From Triage to Threat Hunts: How AI Accelerates SecOps

If you work in security operations, the concept of the AI SOC agent is likely familiar. Early narratives promised total autonomy. Vendors seized on the idea of the "Autonomous SOC" and suggested a future where algorithms replaced analysts. That future has not arrived. We have not seen mass layoff...