Evaluating Differential Privacy against Membership Inference in Federated Learning: Insights from the NIST Genomics Red Team Challenge

While Federated Learning FL mitigates direct data exposure, the resulting trained models remain susceptible to membership inference attacks MIAs. This paper presents an empirical evaluation of Differential Privacy DP as a defense mechanism against MIAs in FL, leveraging the environment of the 202...

Decepticon

⚡ Decepticon — Autonomous Multi-Agent Offensive Security !L...

NightWolf Penetration Testing Platform 安全漏洞

NightWolf Penetration Testing Platform is an open-source cybersecurity testing tool developed by NightWolf. It is designed specifically for red teams and penetration testers, used for vulnerability exploitation, privilege escalation, and lateral movement testing. The NightWolf Penetration Testing...

Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming LLM Agents

With the widespread application of LLM-based agents across various domains, their complexity has introduced new security threats. Existing red-team methods mostly rely on modifying user prompts, which lack adaptability to new data and may impact the agent's performance. To address the challenge,...

AARTF---Autonomous-AI-RedTeam-Framework

AARTF AI-Driven Autonomous Security Workflow !CIhttps:/...

kexploitbinary

DarkSword Red Team Framework Framework Python com CLI para en...

Exploit for Uncontrolled Resource Consumption in Siemens 6Bk1602-0Aa12-0Tp0_Firmware

Autonomous Cyber Red Team MCP Server Autonomous cyber red tea...

How Vulnerable Are AI Agents to Indirect Prompt Injections? Insights from a Large-Scale Public Competition

LLM based agents are increasingly deployed in high stakes settings where they process external data sources such as emails, documents, and code repositories. This creates exposure to indirect prompt injection attacks, where adversarial instructions embedded in external content manipulate agent...

Microsoft Graph Cloud Intelligence Collector

The Microsoft Graph Cloud Intelligence Collector is a Metasploit Auxiliary module designed to interact with the Microsoft Graph API to gather information from Microsoft 365 and Microsoft Azure Active Directory environments. The module authenticates using the OAuth2 Client Credentials flow with a...

rami-kali-MCP

Red Team MCP Server MCP Model Context Protocol server that...

Offensive-Security-KnowledgeBase

Offensive-Security-KnowledgeBase Str...

RedTeam-MCP

🔴 RedTeam-MCP AI-Powered Autonomous Red Team Framework vi...

tempest-c2

⚡ Tempest C2 Framework Advanced Post-Exploitation & Comma...

Redteam-Automation

🔴 AI-Driven Red Team Simulation Framework A production-ready...

VOID

VOID ██╗ ██╗ ██████╗ ██╗██████╗ ██║ ██║██╔═══██╗██║█...

Exploit for CVE-2025-66478

Vulnerable Mall Next.js Red/Blue Team Training Target Vul...

Top AI Tools for Red Teaming in 2026

Red teaming has undergone a radical evolution. Modern organizations can no longer rely solely on human creativity or…...

WordPress Unlimited Elements For Elementor (Free Widgets, Addons, Templates) plugin <= 1.5.112 - Authenticated (Contributor+) Stored Cross-Site Scripting via 'email' vulnerability

Authenticated Contributor+ Stored Cross-Site Scripting via 'email' vulnerability discovered by shaman0x01 - Shaman Red Team in WordPress Plugin Unlimited Elements For Elementor Free Widgets, Addons, Templates versions = 1.5.112...

nightfury

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

RvB: Automating AI System Hardening Via Iterative Red-Blue Games

The dual offensive and defensive utility of Large Language Models LLMs highlights a critical gap in AI security: the lack of unified frameworks for dynamic, iterative adversarial adaptation hardening. To bridge this gap, we propose the Red Team vs. Blue Team RvB framework, formulated as a...