A Hard-Label Black-Box Evasion Attack against ML-Based Malicious Traffic Detection Systems

Machine Learning ML-based malicious traffic detection is a promising security paradigm. It outperforms rule-based traditional detection by identifying various advanced attacks. However, the robustness of these ML models is largely unexplored, thereby allowing attackers to craft adversarial traffi...

EUVD-2007-2682

Malware in sbrugna...

EUVD-2023-24394

Malicious code in bioql PyPI...

ExpIDS: a Drift-Adaptable Network Intrusion Detection System with Improved Explainability

Despite all the advantages associated with Network Intrusion Detection Systems NIDSs that utilize machine learning ML models, there is a significant reluctance among cyber security experts to implement these models in real-world production settings. This is primarily because of their opaque natur...

Cybercriminals Are Hiding Malicious Web Traffic in Plain Sight

In an effort to evade detection, cybercriminals are increasingly turning to “residential proxy” services that cover their tracks by making it look like everyday online activity...

Network Attack Traffic Detection with Hybrid Quantum-Enhanced Convolution Neural Network

The emerging paradigm of Quantum Machine Learning QML combines features of quantum computing and machine learning ML. QML enables the generation and recognition of statistical data patterns that classical computers and classical ML methods struggle to effectively execute. QML utilizes quantum...

Metasploit Weekly Wrap-Up

Meterpreter Testing This week’s release adds new payload tests to our automated test suite. This is intended to help the team and community members identify issues and behavior discrepancies before changes are made. Payloads run on a variety of different platforms including Windows, Linux, and OS...

Maltrail 0.53 Unauthenticated Command Injection

This module requires Metasploit: https://metasploit.com/download Current source: https://github.com/rapid7/metasploit-framework class MetasploitModule 'Maltrail Unauthenticated Command Injection', 'Description' = %q Maltrail is a malicious traffic detection system, utilizing publicly available...

maltrail

This is a Python-based malicious traffic detection system called Maltrail. It is designed to identify and block malicious traffic by utilizing publicly available blacklists and custom user-defined lists. The system can be used to detect various types of malicious activity, including malware,...

Treck IP stacks contain multiple vulnerabilities

Overview Treck IP stack implementations for embedded systems are affected by multiple vulnerabilities. This set of vulnerabilities was researched and reported by JSOF, who calls them Ripple20. Description Treck IP network stack software is designed for and used in a variety of embedded systems. T...

Nameles - Open Source Entropy Based Invalid Traffic Detection And Pre-Bid Filtering

Nameles provides an easy to deploy, scalable IVT detection and filtering solution that is proven to detect at a high level of accuracy ad fraud and other types of invalid traffic such as web scraping. For a high level overview you might want to check out the website If you have any questions or...

Malicious Traffic Detection System: Maltrail

Malicious Traffic Detection System Maltrail is a malicious traffic detection system, utilizing publicly available blacklists containing malicious and/or generally suspicious trails, along with static trails compiled from various AV reports and custom user defined lists, where trail can be anythin...

Maltrail - Malicious Traffic Detection System

Maltrail is a malicious traffic detection system, utilizing publicly available blacklists containing malicious and/or generally suspicious trails, along with static trails compiled from various AV reports and custom user defined lists, where trail can be anything from domain name e.g...

Exploit for SQL Injection in Joomla Joomla\!

!Python 2.6|2.7|...

Rovnix Variant Surfaces With New DGA

Researchers have unearthed a new version of the Rovnix malware that has a couple of additional features, including a new domain generation algorithm and a secure transmission channel for communicating with the command-and-control servers. Rovnix is a malware variant that often has been distribute...

McAfee Web Gateway Admin Traffic Detection

Binary data 8346.prm...

Port 443 Non-SSL Traffic Detection (deprecated)

Binary data 8074.prm...

UPNP Traffic Detection (Client)

Binary data 8061.prm...

Munin Resource Monitoring Traffic Detection

Binary data 6950.prm...

Munin Resource Monitoring Traffic Detection (nooutput)

Binary data 6949.prm...