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 (Hunting Edge AI CVEs & Dissecting the AX-LLM CVEs on Cobalt), 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 and AI-compiled accessible CLIs & PWAs 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, Podcasts & Expert Commentary
Featured press quotes, offensive research advisories, podcast episodes, YouTube interviews, Spotify & Apple Podcasts streams, and conference keynotes by Joe Brinkley (Director of Offensive Security Research & Community at Cobalt, known across the community as The Blind Hacker / Joe B).
Dissecting the AX-LLM CVEs: Why Edge AI Memory and Execution Boundaries Matter
“When vendors port cloud LLM runtimes directly to bare-metal NPU silicon without memory isolation, unauthenticated HTTP inputs map straight to Contiguous Media Memory (CMM) DMA buffers and root shell execution.”
Binance Heist Is Stark Example of AI Governance Gaps and Basic Security Failures
“Developer workstations have quietly become some of the most privileged assets in the enterprise, carrying deployment tokens, signing access, and now AI tools that can act across internal systems on an employee’s behalf. Once an attacker controls that machine, an AI tool with broad internal reach becomes one more trusted path they can use.”
CISA Confirms Exploitation of WordPress Core Upgrade Flaw
“What stands out is where this flaw lives: inside the upgrade process, so the exposure opens during the same maintenance window teams rely on to make them safer.”
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.”
US Intelligence Agencies Warn China Is Engaging in 'Industrial Scale' AI Distillation Campaigns
“For security teams, this has to be a reality check. A Terms of Service agreement is not an access control. When you expose your core asset over a public HTTP endpoint, relying on billing tiers and naive IP bans to protect model capability was always an engineering blind spot.”
IT & 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.”
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.”
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.”
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.”
Pack2TheRoot: 12-Year-Old Linux PackageKit Flaw Enables Full Compromise
“The scary part isn’t the exploit itself; it’s how quietly it blends into the noise of normal admin behavior. No fancy malware, no noisy persistence, just a direct, clean path to root through a service most teams treat as background noise.”
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. Organizations that continue to treat offensive security as a periodic check-box exercise risk rapid systemic exposure.”
PTaaS Ranked 4x More Effective Than Bug Bounties for Uncovering Complex Vulnerabilities
“To understand where the industry is going, we went straight to the experts who see the vulnerabilities before the hackers do. Structured Pentesting as a Service consistently outperforms ad-hoc bug bounties on deep business logic flaws.”
SolarWinds RCE Bug Makes CISA List as Exploitation Spreads
“Attackers don’t always need ‘zero-day’ magic when they can just lean on reliable, low-complexity techniques like deserialisation. These flaws get buried in trusted, boring platforms like help desks, and that’s exactly why they’re so dangerous.”
SolarWinds Web Help Desk Users Under Threat as Vulnerability Actively Exploited
“The real headache isn’t just the RCE; it’s the chaining. Once you’ve got unauthenticated admin access, you’re not just looking at one box, you are now looking at lateral movement and full compromise.”
The CVE System Isn't Working: What's Next?
“The MITRE disruption was a wake-up call. It made us question whether we really want the entire industry depending on one single point of failure for vulnerability intelligence.”
n8n Patches 2 CVSS 10.0 Vulnerabilities That Could Lead to RCE
“When attackers compromise a workflow automation platform, they are not breaching a single system, they are inheriting every API key, OAuth token, database credential, and integration connected to it.”
The AI Pentesting Pulse: Decoding the 2.7x Risk Multiplier in LLM Deployments
“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 Cobalt Research: Navigating 2026's Nation-State and Supply Chain Threats
“Adversaries increasingly bypass hardened perimeter controls by targeting CI/CD pipelines, upstream open-source dependencies, and managed service integrations.”
Moving from Annual VAPT to CTEM: Operationalizing Continuous Offensive Security
“Static annual vulnerability assessments fail against adversary automation and rapid cloud deployment cycles. Continuous Threat Exposure Management (CTEM) pairs human-led offensive testing with live asset telemetry.”
Cobalt Director of Offensive Security Research & Community Joins DEVOPSdigest Vendor Forum
“Bringing practitioner-led offensive security research, continuous penetration testing, and DevSecOps vulnerability validation to the DEVOPSdigest Vendor Forum.”
Cobalt Names Joseph Brinkley Head of Offensive Security Research and Community
“Joseph Brinkley (The Blind Hacker) joins Cobalt to lead global offensive security research, AI penetration testing methodology, and the Cobalt Core researcher community.”
Webcasts, Podcasts & Recorded Talks (Chronological)
Direct streaming links across YouTube, Spotify, Apple Podcasts, YouTube Music, UITS, SC Media, and conference archives featuring Joe Brinkley (credited as Joe B, The Blind Hacker, TheBlindHacker, and Blind Hacker).
Vibe Hacking: How I Built a World-Class Hacking Tool in a Weekend
“Live conference session demonstrating how to pair human offensive tradecraft with agentic coding workflows to architect, test, and ship accessible offensive tooling at high velocity.”
Inside the 2.7x Problem: Vulnerability Discovery Is No Longer the Bottleneck
“ISC2 Spotlight: Artificial Intelligence presentation analyzing thousands of AI pentests and how enterprise security teams must adapt to sub-10-minute automated exploitation.”
A Hacker and a CISO on Closing the AI Security Gap in 2026
“A head-to-head technical dialogue between offensive research and executive defense on securing enterprise LLM deployments, agentic tool calling, and shadow AI pipelines.”
Live, Hands-On Deep-Dive into LLM Hacking: Prompt Injection, MCP & Skills
“90-minute hands-on masterclass hosted by Ultimate IT Security (Ultimate Windows Security) dissecting real-world LLM prompt injection, Model Context Protocol (MCP) attack surfaces, and agent skill exploitation.”
Community, Burnout, and Leveling Up in Offensive Security with Joe Brinkley
“A candid conversation on building resilient offensive security communities, avoiding researcher burnout, mentoring new practitioners, and leveling up tradecraft in the era of AI-assisted pentesting.”
Special Episode Series: How to Start a Cybersecurity Business (Parts 1 to 5) with Joe Brinkley
“A multi-part roundtable with Joe Brinkley breaking down the real-world mechanics of launching, scaling, and operating an independent cybersecurity consultancy and red team practice.”
Joe Brinkley aka The Blind Hacker: Origin Story, Offensive Security & Mentorship
“Joe Brinkley shares his hacker origin story, how losing his sight transformed his terminal-first offensive methodology, and how he leads enterprise penetration testing and community mentorship.”
BlindSPOT: Attack Simulation & Defense Optimization (Linux Edition & Early Release)
“Live technical demonstrations of BlindSPOT purple team attack simulation, validating EDR and SIEM telemetry across Windows and Linux targets.”
Overcoming Obstacles To Become A Pentester: A Conversation With Joe "The Blind Hacker" Brinkley
“Exploring how determination, custom screen-reader tooling, and a passion for offensive security enabled Joe 'The Blind Hacker' Brinkley to overcome barriers and build a career as a penetration tester.”
Soft Skills for Hackers: Hacking Your Way Into the CyberSec Industry
“Presented at Security BSides Delaware, TheBlindHacker breaks down practical, non-traditional pathways into the cybersecurity industry through home labs, CTFs, and community networking.”
CyberPhunk2020: How to Kick Off Your Cyber Journey
“Recorded at GRIMMCon 0x2, Joe Brinkley (TheBlindHacker) shares a practitioner's blueprint for building offensive security skills, navigating certifications, and contributing to hacker communities.”
Interview with The Blind Hacker: OSCP, Accessibility & Offensive Tradecraft
“An extended one-on-one YouTube interview with Cyber Bunee exploring OSCP preparation, navigating visual impairment in cybersecurity, and adapting offensive reconnaissance tools.”
Cyber and Disabilities (Parts 1 & 2): Joe Brinkley on Security & Compliance Weekly (#26)
“Two-part feature on Security and Compliance Weekly examining accessibility in information security, adaptive screen-reader engineering, and why neurodiverse and disabled hackers excel at finding complex flaws.”
Our Trip To Texas Cyber Summit: Teaching the ABCs of CTF
“Recorded on location at the Texas Cyber Summit in San Antonio, Joe Brinkley (The Blind Hacker) discusses teaching the 'ABCs of CTF' workshop, screen-reader hacking, and community mentorship.”
Stable 21: Hacking While Blind: Joe B (TheBlindHacker)
“Recorded live at DerbyCon 9.0 (Stable 21), Joe B (TheBlindHacker) demonstrates how to conduct penetration testing, high-speed terminal exploitation, and hardware hacking while blind.”
DerbyCon Interview Series: The Blind Hacker, Joe B.
“An in-depth written profile in Joe Gray's DerbyCon Interview Series chronicling Joe B.'s background, assistive technology stack, and preparations for speaking at DerbyCon 9.0.”
Just Hacking Training, Hack Space Con, Hack Red Con & Blue Team Village
“Course author for Just Hacking Training, featured speaker & mentor at Hack Space Con and Hack Red Con, panelist at Blue Team Village, and live streamer on Twitch and YouTube.”
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).
Hunting Edge AI CVEs: From Demo Code to DMA Memory Corruption
Inside our hardware lab: auditing AXERA-TECH's AX-LLM C++ NPU runtime on a Radxa AI Core AX-M1 at 500 WPM to uncover seven memory corruption and command injection flaws.
Why I Use AI to Build Accessible CLIs and Progressive Web Apps
Why modern web GUIs fail blind security engineers, and how we use AI as a zero-visual-bias accessibility compiler to architect WCAG AAA PWAs and POSIX CLIs.
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.
Hacking by Ear at 500 WPM: Screen Readers vs. Visual IDEs
How combining full-time screen magnification with 550-WPM speech synthesizers and AST CLI filters turns non-visual code auditing into an asymmetric offensive advantage.
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.
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.