Independent Threat Emulation Research & Tooling
NextGenRedTeam (NGRT) is an independent security research lab focusing on threat emulation, purple teaming, and open-source tooling. We study how AI-driven automation combined with human expertise can advance defense validation, sharing our insights and tools with the security community.
Offensive AI, Threat Emulation & Hardware Research
We benchmark offensive AI models, virtualize edge NPU silicon, emulate advanced threat group behaviors, and build open-source toolkits to help organizations validate their security posture and train defense teams.
Offensive AI & Agentic Security Research
AI and LLM-integrated applications introduce high-risk vulnerabilities at 2.7x the rate of traditional software assets. Our lab benchmarks local Mixture-of-Experts (MoE) vs. dense reasoning models (Strata Benchmarks), tests autonomous multi-agent offensive swarms (Reasoning vs. Frontier Models), and engineers deterministic API-layer kill switches and scope guardrails to contain rogue agentic workflows.
Edge NPU Silicon & Hardware Reverse Engineering
We push offensive and defensive AI to the bare-metal silicon edge. Our research spans virtualizing 24 TOPS PCIe NPUs (such as the Axera AX8850) inside Proxmox VE LXC containers with zero-copy CMM memory pipelines, auditing vendor C/C++ NPU runtime SDKs for DMA and memory corruption vulnerabilities, and reverse-engineering abandoned IoT hardware ecosystems like the JoeBro Sobro Smart Table PWA.
Threat Emulation Research
Adversary emulation is the cornerstone of proactive cyber defense. We specialize in researching, modeling, and recreating advanced persistent threat (APT) campaigns and authentication attack flows. By analyzing real-world tactics, techniques, and procedures (TTPs) at the byte level, we provide organizations with objective playbooks and cross-platform Windows (Event ID 4625) & Linux SSH telemetry emulators to validate detection pipelines.
Purple Teaming & Collaborative Defense
True resilience is achieved when offensive insight meets defensive engineering. We develop structured purple teaming methodologies and collaborative feedback loops designed to break down security silos. Our research focuses on building open-source validation playbooks, mapping control coverage to the MITRE ATT&CK framework, and establishing continuous telemetry validation protocols that empower blue teams to isolate coverage gaps before adversaries exploit them.
Private AI Labs & Open-Source Tooling
Contributing back to the security community is vital for collective defense. We design zero-telemetry, air-gapped offensive research environments (SearXNG & LiteLLM Gateways on NextGenPVE) and release open-source security utilities, multi-language threat emulators, and hardware rescue tools on GitHub.
Accessible Security & 500-WPM Screen-Reader Engineering
Led by Joe Brinkley (The Blind Hacker), we pioneer high-velocity, screen-reader-first (Hacking by Ear at 500 WPM) Linux CLI methodologies for blind and visually impaired security engineers. Explore our dedicated Hacking While Blind CLI Survival Guide to see how pure text streams and terminal automation outperform visual GUIs.
Mentoring & Community via Dead Pixel Sec
At NextGenRedTeam, we believe the future of cybersecurity isn’t just built on better tools, it’s built on better people. We are deeply committed to bridging the gap between raw potential and professional mastery by providing the next generation of defenders and operators with the guidance they actually need. Through hands-on, high-impact projects alongside the Dead Pixel Sec (DeadPixelSec.com) community, we move past surface-level theory to provide real-world technical mentorship, resume reviews, mock interviews, and career navigation. Visit DeadPixelSec.com, join our Discord at discord.gg/deadpixelsec, or connect with Joe on LinkedIn and @TheBlindHacker on X.
Featured Tools, Communities & Hardware Rescues
We believe in contributing back. We build and release tools for hardware hacking, API testing, and continuous orchestration, hosted in our public repository.
JoeBro Controller
An open-source, zero-backend Progressive Web App (PWA) designed to control the smart features of Sobro Smart Coffee Tables. Bypasses the broken vendor application via direct Ayla Cloud API queries.
NextGenRedPVE
A local threat emulation environment running on custom Proxmox VE nodes. Orchestrates local VM and LXC endpoints to run continuous pentesting loops using uncensored, abliterated local LLMs.
Swarm-AI Engine
A distributed agentic orchestration platform that decouples cognitive models from execution environments. Manages lightweight, ephemeral workers running MITRE and OWASP validation rules.
EventID4625 Emulator
A cross-platform threat emulation tool designed to trigger Windows Security Event ID 4625 (failed logon) via automated SMB/NTLM network authentication handshakes.
LinuxLoginFailure Emulator
A multi-language threat emulation suite that simulates failed SSH login attempts on Linux targets, programmatically testing password brute-forcing and key-based signatures.
Media Appearances & Expert Commentary
Featured technical analysis, press quotes, and threat research commentary by Joe Brinkley (Director of Offensive Security Research & Community at Cobalt / The Blind Hacker).
Security Leaders’ Rogue AI Confidence Could Actually Be Disastrous
“Tracing agent impact fast is brutal. These systems do not run on fixed code paths. They use nondeterministic reasoning across a web of different APIs. Traditional logs only catch isolated events. They completely miss the full execution chain.”
Companies Keep Bolting AI Onto Products & Security Bill Is Due
“Shadow AI operates at the application layer, completely bypassing traditional infrastructure inventory tools. Scanners see normal web browsing while unvetted browser plugins communicate with third-party LLM APIs.”
Discovery Is Cheap, Validation Is Expensive: Rethinking Flaw Remediation
“Discovery has become cheap, but validation remains incredibly expensive. Attempting to fix every single software flaw is counterproductive. Treat vulnerabilities like chronic symptoms and focus on real-world exploit paths.”
Bank Regulator Sounds Warning Over Cybersecurity Threat Posed by AI Models
“The barrier to entry for state-level cyber capabilities has now been lowered to the cost of an API key. If the financial sector fails to automate its defense, targeting will skyrocket.”
Lateral Movement Risk Rises as Enterprises Emphasize Convenience
“Organizations must move beyond pure detection and prioritize deterministic containment through micro-segmentation and strict, identity-driven least privilege to counter automated lateral movement.”
CISO Thought He Had a 'r3@lg00dp@$$w0rd' But Forgot to Patch
“They were not in a very good security posture... Despite spending half a million dollars on remediation, basic patch management was overlooked, leaving thousands of endpoints exposed to remote code execution.”
EU Cyber Resilience Act 'Completely Kills' Manual Vulnerability Triage
“The 24-hour reporting clock completely kills manual triage. Taking three days to figure out if you're exposed to a zero-day is a luxury nobody has anymore... This drops vulnerability reporting directly into live security ops.”
Law Firm CISO's 'r3@lg00dp@$w0rd' Exposed After BlueKeep Patch Failure
“Penetration tester Joe Brinkley exploited BlueKeep during an M&A assessment to access systems across 2,500 workstations, highlighting how unpatched infrastructure voids defensive spending.”
Why Your Annual Pentest Is a Liability: Closing the Exposure Window
“Organizations treat the annual pentest like a fire drill—a scheduled compliance checkbox where a static report sits on a shelf for 12 months while engineering ships dozens of microservices, cloud drift, and unreviewed API endpoints.”
The CyberWire Daily Briefing #2650: BlueKeep & Executive Boardroom Exposure
“Despite investing half a million dollars in defensive upgrades, unpatched Windows systems allowed BlueKeep exploitation across 2,500 endpoints—culminating in the CISO inadvertently outing his own compromised password to the board.”
Stolen AI Credentials Feed Growing LLM Proxy Economy
“Inference endpoints are live, production attack surfaces. If providers want to protect their models from extraction, they need to defend them at the application layer with real behavioral telemetry, sybil defenses, and output controls.”
Government Contractor Exposed Path to 50M Immigration Records
“It creates a glaring issue: going from a low-level datacenter to a top-secret classified environment. Opening that firewall rule allowed anyone on the low-level VPN access into production.”
Inside the 2.7x Problem: Vulnerability Discovery Is No Longer the Bottleneck
“LLM applications generate serious vulnerabilities at 2.7 times the rate of traditional assets, while automated adversarial agents can achieve initial access in under seven minutes for the cost of an API call.”
New Linux Privilege Escalation Flaw 'Fragnesia' Disclosed
“We're seeing a recurring pattern where attackers leverage reliable arbitrary kernel write primitives to bypass traditional hardening. When a PoC can consistently overwrite /etc/passwd or hijack su logic, it's a turnkey solution for full system compromise.”
PTaaS Ranked 4x More Effective Than Bug Bounties
“Structured, methodology-driven Pentesting as a Service consistently outperforms ad-hoc crowdsourced bug bounty programs when uncovering deep business logic flaws and chained architectural vulnerabilities.”
Latest Research from The Blind Hacker
Deep-dive offensive security engineering, local AI/NPU benchmarks, hardware reverse engineering, and detection playbooks authored by Joe Brinkley (The Blind Hacker).
Strata on the ZimaCube Pro: Why Q6 & 6 Cores Beat Q8 & Dense Models
A 9-model offensive security shootout benchmarking Mixture-of-Experts (MoE) vs. dense LLM architectures and CPU thread scaling for autonomous red team orchestration.
Reasoning Models vs. Frontier Models in Offensive Security
Evaluating local reasoning models against cloud frontier models across multi-step exploit chains, reconnaissance parsing, and vulnerability validation.
Ultimate Guide to Zero-Copy & Taming the Axera AX8850 Edge NPU
How we virtualized a 24 TOPS PCIe NPU inside Proxmox VE LXC containers and eliminated memory-copy bottlenecks for high-speed local LLM inference.
Rescuing Abandoned IoT: The JoeBro Sobro Smart Table Controller
Reverse-engineering the Ayla Networks cloud handshake and local Wi-Fi provisioning flow to rescue bricked Sobro Smart Coffee Tables with a zero-backend PWA.
Emulating Windows (Event ID 4625) & Linux SSH Logon Telemetry
Building cross-platform adversary emulation modules in Go, Python, Bash, and PowerShell to validate SIEM detection rules against brute-force and password-spray TTPs.
Building a Private AI Research Lab with SearXNG & LiteLLM
Architecting a zero-telemetry OSINT and LLM routing gateway on NextGenPVE for air-gapped offensive security research and automated recon agents.
Research Collaboration & Media
Interested in collaborating on open-source projects, discussing threat research, or booking media, podcasts, or speaking sessions? Get in touch or schedule a session below.