Offensive Security Research, Breach Analysis, and Technical Guidance
Explore Redbot Security articles covering penetration testing methodology, web and API risk, AI and LLM attack surfaces, cloud security, critical infrastructure exposure, compliance validation, and the tactics attackers use to turn small weaknesses into real compromise.
AI Swarm Attacks: The Next Evolution of Cyber Threats
Coordinated autonomous attack workflows are changing how defenders think about scale, speed, exploitation chaining, and modern offensive security validation.
Read featured article →AI Security Research →
LLM security, prompt injection, RAG testing, AI agents, AI data leakage, model-facing workflows, and AI-enabled attack paths.
Red Team Research →
Offensive security, adversary simulation, MITRE ATT&CK, living off the land, NTLM relay, AS-REP roasting, and attack-path validation.
Web, Mobile & API Research →
Research on web application security, mobile application testing, API penetration testing, BOLA, IDOR, mass assignment, JWT risk, client-side desync, and application-layer attack paths.
Cloud Security Research →
Research on cloud security testing, AWS, Azure, GCP, IAM risk, Kubernetes, storage exposure, SaaS integrations, misconfigurations, and cloud attack paths.
Browse Redbot Tech Articles by Security Topic
Latest Redbot Security Research and Technical Guides
What Is Penetration Testing?
A clear guide to penetration testing, why it matters, how engagements work, and how real validation helps organizations reduce exploitable risk.
How to Choose a Penetration Testing Provider
How to compare providers, testing depth, methodology, reporting quality, and remediation value before buying a penetration testing engagement.
Penetration Testing Cost
A buyer-focused breakdown of penetration testing cost, scope, delivery quality, and why senior-led manual validation changes pricing.
Internal Network Penetration Testing
How internal testing validates lateral movement, identity abuse, segmentation gaps, and realistic post-compromise risk across enterprise networks.
SDLC Penetration Testing: Secure Your Release
How offensive validation fits into release readiness when teams need more than scanning, and why timing matters for remediation impact.
PCI Penetration Testing Requirements
Manual validation guidance for organizations that need stronger evidence around segmentation, attack-path exposure, and PCI-aligned testing.
Red Team vs. Penetration Testing
Understand the difference between scoped vulnerability validation and objective-driven adversary simulation, and when each approach fits.
Manual Penetration Testing vs. Automated Testing
Why dashboards, scanners, and PTaaS tooling still miss business logic, exploit chaining, and attacker adaptability without expert validation.
Vulnerability Assessment vs. Penetration Testing
A practical comparison of visibility versus exploit validation, and why mature programs usually need both.
Top Penetration Testing Companies
What to look for when evaluating penetration testing companies, from methodology and tester experience to reporting and remediation quality.
Top Red Team Service Providers
How to evaluate red team providers for realistic adversary simulation, objective design, reporting depth, and detection improvement.
Red Team Testing
Objective-driven offensive validation built to measure how detection, response, access control, and real attack paths hold up under pressure.
Red Teaming & MITRE ATT&CK: Real-World Attack Paths
Identity abuse, privilege escalation, lateral movement, and realistic adversary simulation mapped against modern detection gaps.
AI Swarm Attacks: The Next Evolution of Cyber Threats
How coordinated autonomous agents compress attack timelines, adapt in parallel, and reshape the next generation of offensive security risk.
Prompt Injection Attacks in 2025
A practical look at prompt injection risk, exploitation patterns, and how security teams should validate AI applications beyond basic guardrails.
LLM Security Testing for Enterprise Applications
How to test prompt injection, model exposure, workflow abuse, and the hidden trust assumptions inside enterprise AI deployments.
AI Data Leakage Risks: Protecting Sensitive Information in LLMs
Where model memory, retrieval, prompts, and workflow trust boundaries create sensitive data exposure in modern AI systems.
AI Security Testing: Protecting LLM & AI Systems from Risk
Why AI security testing goes beyond traditional app testing to pressure-test model behavior, unsafe outputs, and integration abuse.
RAG Testing: AI Validation for Retrieval-Augmented Systems
Why enterprise RAG workflows need adversarial testing for retrieval trust, context poisoning, leakage, and unsafe model-driven decisions.
API Penetration Testing for Compliance and Real Attack-Path Validation
How APIs concentrate business risk and why real testing matters for PCI DSS, HIPAA, ISO 27001, and operational resilience.
Understanding BOLA and API Authorization Risks
Why BOLA remains one of the most dangerous API weaknesses and why scanners often miss real authorization logic failures.
Real-World Web App Exploits Attackers Use in 2026
Where trust boundaries, logic flaws, and backend assumptions create compromises that checklist-driven testing misses.
Mass Assignment Vulnerabilities
How insecure object binding and unexpected parameter handling turn normal application behavior into privilege and authorization risk.
Client-Side Desync
Modern request smuggling-style behavior from the client side, with implications for cache poisoning, request confusion, and downstream trust.
Insecure Direct Object Reference
Why IDOR remains a serious access control issue when object references expose data or actions users should never reach.
Application Security
A practical overview of application security risks, testing priorities, and why manual validation matters for real-world exploitability.
Application Security: JavaScript Web Tokens
Common JWT implementation failures, trust boundary mistakes, and token handling weaknesses that can expose modern applications.
How Attackers Chain Low-Risk Findings Into Full Breaches
Why isolated low-severity findings become meaningful when they unlock identity abuse, lateral movement, and data exposure.
Living Off the Land (LOTL) Attacks Explained
Why trusted tooling, native admin utilities, and legitimate access paths remain central to stealthy post-exploitation tradecraft.
Offensive Security: Understanding NTLM Relaying Attacks
How authentication relay risk creates practical paths for privilege escalation, lateral movement, and internal compromise.
AS-REP Roasting
How Active Directory misconfiguration can expose accounts to offline cracking and support deeper internal attack paths.
What Is Social Hacking?
How attackers exploit trust, urgency, identity, and human process gaps to create access paths technical controls may not stop.
SOC 2 Security Testing: Control Validation & Audit Evidence
Why SOC 2 testing should prove whether controls actually hold up under attack, not just whether they exist in documentation.
Compliance Security Testing: HIPAA, SOC 2 and Audit-Ready Risk Validation
Move from documentation to defensible proof with evidence-based testing that validates safeguards, segmentation, and access control effectiveness.
Executive Guide: Penetration Testing’s Value Proposition
A leadership-level view of penetration testing value, risk reduction, board communication, and practical security decision-making.
The Impact of a Data Breach
Business, operational, legal, and reputational impacts of breach events, and why practical validation reduces exposure before incidents happen.
HIPAA Physical Security 2025–2026: New Requirements & Risks
How physical safeguards, facility access, workstation exposure, and device control failures create real healthcare breach paths.
Cloud Security Reviews: Best Practices for AWS, GCP and Azure
How cloud reviews identify misconfiguration, identity exposure, privilege issues, and architecture weaknesses across major cloud platforms.
Kubernetes Penetration Testing Checklist 2025
Cloud-native attack-surface validation for clusters, workloads, identities, misconfigurations, and lateral movement risk inside Kubernetes.
OT Network Testing: Purdue & NIST Methods Explained
How Redbot frames OT validation around segmentation, remote access, Purdue layers, and safe testing methodology.
ICS / SCADA Penetration Testing: Where to Start
Where industrial security teams should begin with safe testing, segmentation review, remote access validation, and operational constraints.
Examining the Modbus Protocol
A practical look at Modbus exposure, industrial communications risk, and why legacy protocol assumptions matter for OT security.
What Is Offensive Security?
A practical explanation of offensive security, how it differs from defensive-only programs, and why validation matters.
Need More Than Articles?
When your team needs real validation, Redbot Security delivers manual penetration testing, adversary simulation, cloud security review, AI security testing, application security testing, and critical infrastructure testing designed to show how risk actually becomes compromise.
