Vulnerability research
Finding and proving exploitable weaknesses across software, cryptography, AI systems, operating systems, firmware, and product attack surfaces.
Authorized research / est. 2016
We research, validate, and prove what breaks before adversaries do.

Proof, not theater
Enterprise-grade vulnerabilities discovered and validated
Red-team work across perimeter, infrastructure, and Active Directory
100+ cybersecurity and applied cryptography publications
Top CTF background, long-term research practice, strict confidentiality
01 / Research directions
Focus areas for authorized offensive research where real exploitability, evidence, and engineering depth matter most.

Impactful vulnerability research
Closed-source code analysis
Advanced fuzz testing
Cryptographic implementation security analysis
Enterprise red team, infrastructure, and Active Directory
Applied AI for vulnerability research
Secure coding and formal verification
02 / Core capabilities
The senior technical disciplines behind each engagement: exploitability research, exposure context, custom security tooling, and training.

Finding and proving exploitable weaknesses across software, cryptography, AI systems, operating systems, firmware, and product attack surfaces.
Research-led context for exposed assets, identity edges, probable attack paths, adversary-relevant findings, and what is realistically exploitable.
Custom security tooling, embedded defense concepts, telemetry pipelines, IDS architecture, and computer-vision threat detection workflows.
Hands-on programs for security and software engineers in red team tradecraft, reverse engineering, binary exploitation, fuzzing, and cryptographic review.
03 / Advanced engagements
Specialized offensive research paths for modern enterprise, Active Directory, government, embedded systems, mobile, industrial, and infrastructure attack surfaces.
Corporate engagements across external perimeter, VPN and SSO entry points, exposed infrastructure, internal networks, Active Directory, lateral movement paths, segmentation, and detection readiness.
Perimeter / identity / lateral movementAuthorized mobile security research for modern device families, forensic readiness, and strict-scope device-access workflows.
Mobile / forensic readinessKernel internals, local privilege escalation, mitigation bypass research, detection validation, and hardening recommendations.
Kernel / mitigation / hardeningLow-level research where persistence, trust, and boot-chain integrity matter before the operating system starts.
Boot chain / persistence / trustSafety-aware testing for industrial networks, PLCs, SCADA, field devices, and production or pre-production environments.
Industrial / safety-aware testingPreventive defensive research for high-risk facilities: RF, sensor, imaging, and situational-awareness workflows.
RF / sensor / situational awareness
04 / Method
Five controlled state changes from authorization to long-term security engineering.
Define authorization boundaries, assets, risk appetite, and evidence requirements before testing begins.
ControlledBuild controlled lab conditions, harnesses, fixtures, and repeatable validation paths.
ControlledDemonstrate impact with precise proof, without theater or unnecessary operational risk.
ProofDeliver clear technical evidence, chain analysis, remediation priorities, and executive context.
ControlledSupport retesting, detection validation, remediation context, and long-term security engineering decisions.
Controlled05 / Tools & principles
Practical cybersecurity training and custom tooling for closed-source targets, radio modules, embedded systems, and AI-assisted bug discovery.
Fuzzing solutions for closed-source binaries and programs
Applied agentic AI for bug discovery
Over-the-air testing for basebands and radio modules
Hybrid fuzzing with symbolic execution for closed-source products

Offense-led research, authorized only
Evidence over theater
Strict confidentiality by default
Senior researchers on critical work
Engineering-grade remediation
06 / Confidential intake
qwerty research accepts authorized offensive security engagements: vulnerability research, enterprise red team, infrastructure and Active Directory assessments, exploitability validation, and research-grade training.
Submit only the system boundaries, constraints, and safe-contact details you are authorized to disclose.