Skip to main content
Logo-300x300-colored-3
  • Home
  • Services
    • Offensive Security
    • Defensive Security
    • Privacy Engineering
    • AI Advisory
    • AI Assessment
    • AI Integration
  • Products
  • About
    • About Us
    • FAQ's
  • Resources
    • Blog
    • In The Media
    • Podcasts
    • All Resources
Get a Free Assessment
Back to Blog
Penetration Testing Cyber Attacks AI Attacks

Understanding Attack Paths: Seeing Security the Way an Attacker Does

Suzu Labs July 01, 2026 2 min read
Table of Contents

    When a security incident occurs, an audit identifies gaps, or your organization introduces new applications, cloud services, or infrastructure, one question quickly rises to the top: Where are we actually exposed?

    The answer is rarely a single vulnerability. In reality, attackers succeed by identifying and exploiting attack paths; a series of connected weaknesses, misconfigurations, excessive permissions, and trust relationships that can be chained together to reach valuable systems or sensitive data.

    An attack path often begins with something that appears harmless. A forgotten user account, an exposed administrative interface, or a low-risk application flaw may not seem critical on its own. However, when combined with other weaknesses, these seemingly minor issues can provide a clear route for an attacker to escalate privileges, move laterally through the environment, and ultimately compromise critical assets.

    This is why understanding attack paths is far more valuable than simply reviewing a list of vulnerabilities. Security teams need to know which findings can actually be exploited together, which systems are most at risk, and which remediation efforts will have the greatest impact on reducing overall risk.

    Penetration testing provides that clarity by simulating the techniques and decision-making of a real attacker. Rather than stopping at identifying vulnerabilities, experienced penetration testers validate whether those weaknesses can be combined into realistic attack scenarios. The result is a much clearer picture of your organization's true security posture and the areas that deserve immediate attention.

    When security questions arise after an incident, audit, or major platform change, penetration testing helps separate theoretical concerns from genuine business risk. By understanding your organization's attack paths, you can prioritize remediation based on real-world exposure, strengthen your defenses more effectively, and reduce the opportunities attackers have to turn small weaknesses into major compromises.

    Share
    Tags: Penetration Testing Cyber Attacks AI Attacks
    Suzu Labs

    Stay ahead of the threat landscape

    AI security insights, threat intelligence, and research from our team. No spam, unsubscribe anytime.

    Subscribe
    ← Previous The AI Industry's Prescott Moment Next → AI Jailbreaking: Finding the Gaps Before Attackers Do

    Latest Posts

    View All
    CMMC's Third-Party Assessments Are Paused. The Standard of Care Isn't
    Government Security
    Jul 20, 2026 Denis Calderone

    CMMC's Third-Party Assessments Are Paused. The Standard of Care Isn't

    On July 13 the Department of War suspended Phase 2 of CMMC, the third party certification requirement that was set to ...

    Read More: CMMC's Third-Party Assessments Are Paused. The Standard of Care Isn't
    The Training Tax
    AI Economics
    Jul 20, 2026 Jacob Krell

    The Training Tax

    At a Glance Training is a one-time bill. Inference compounds.GPT-4 cost over $100M to train. Serving GPT-4o at ...

    Read More: The Training Tax
    Why Mobile Applications Need Real Penetration Testing
    Cybersecurity
    Jul 20, 2026 Suzu Labs

    Why Mobile Applications Need Real Penetration Testing

    Mobile applications have become a primary interface between organizations and their customers, handling everything from ...

    Read More: Why Mobile Applications Need Real Penetration Testing
    Cloud Security Means More Than Securing the Cloud
    Penetration Testing
    Jul 16, 2026 Suzu Labs

    Cloud Security Means More Than Securing the Cloud

    As organizations connect more IoT devices to cloud platforms, the attack surface expands well beyond the device itself. ...

    Read More: Cloud Security Means More Than Securing the Cloud
    Third-Party Risks: When Trusted Connections Become Attack Paths
    Penetration Testing
    Jul 16, 2026 Suzu Labs

    Third-Party Risks: When Trusted Connections Become Attack Paths

    Modern applications rarely operate alone. They rely on API gateways, webhooks, cloud services, SaaS platforms, and ...

    Read More: Third-Party Risks: When Trusted Connections Become Attack Paths
    VPNs Aren't the Risk. The Network Paths Around Them Are.
    Cybersecurity
    Jul 14, 2026 Suzu Labs

    VPNs Aren't the Risk. The Network Paths Around Them Are.

    Virtual Private Networks (VPNs) remain one of the most common ways organizations provide secure remote access to ...

    Read More: VPNs Aren't the Risk. The Network Paths Around Them Are.
    Top 7 AI Security Risks in 2026
    Cybersecurity
    Jul 10, 2026 Hannah Perez

    Top 7 AI Security Risks in 2026

    Quick guide: 7 AI security risks every CISO should know Data poisoning: Attackers corrupt training datasets to ...

    Read More: Top 7 AI Security Risks in 2026
    Pipeline Security Testing: Securing Your Software Supply Chain
    Penetration Testing
    Jul 09, 2026 Suzu Labs

    Pipeline Security Testing: Securing Your Software Supply Chain

    Modern development teams rely on CI/CD pipelines to build, test, and deploy software faster than ever before. But the ...

    Read More: Pipeline Security Testing: Securing Your Software Supply Chain
    Understanding API Risk: Focus on What Attackers Actually Use
    Penetration Testing
    Jul 08, 2026 Suzu Labs

    Understanding API Risk: Focus on What Attackers Actually Use

    Application Programming Interfaces (APIs) have become the backbone of modern software. They connect web applications, ...

    Read More: Understanding API Risk: Focus on What Attackers Actually Use
    Enterprise AI Security Solutions for Mid-Sized Tech 2026
    AI Security
    Jul 08, 2026 Hannah Perez

    Enterprise AI Security Solutions for Mid-Sized Tech 2026

    Finding the Right AI Security Partner for Your Growing Tech Company Your engineering team just deployed a new ...

    Read More: Enterprise AI Security Solutions for Mid-Sized Tech 2026
    MFA Gaps: Why Strong Authentication Doesn't Always Mean Strong Security
    MFA
    Jul 06, 2026 Suzu Labs

    MFA Gaps: Why Strong Authentication Doesn't Always Mean Strong Security

    Multi-factor authentication (MFA) has become a foundational security control, and for good reason. It significantly ...

    Read More: MFA Gaps: Why Strong Authentication Doesn't Always Mean Strong Security
    Understanding Application Attack Paths: Beyond the Vulnerability List
    Penetration Testing
    Jul 03, 2026 Suzu Labs

    Understanding Application Attack Paths: Beyond the Vulnerability List

    Modern web applications are made up of countless interactions between users, APIs, databases, and third-party services. ...

    Read More: Understanding Application Attack Paths: Beyond the Vulnerability List
    AI Jailbreaking: Finding the Gaps Before Attackers Do
    Cybersecurity
    Jul 01, 2026 Suzu Labs

    AI Jailbreaking: Finding the Gaps Before Attackers Do

    As organizations rapidly integrate large language models into customer-facing applications, internal tools, and ...

    Read More: AI Jailbreaking: Finding the Gaps Before Attackers Do
    Understanding Attack Paths: Seeing Security the Way an Attacker Does
    Penetration Testing
    Jul 01, 2026 Suzu Labs

    Understanding Attack Paths: Seeing Security the Way an Attacker Does

    When a security incident occurs, an audit identifies gaps, or your organization introduces new applications, cloud ...

    Read More: Understanding Attack Paths: Seeing Security the Way an Attacker Does
    The AI Industry's Prescott Moment
    LLM
    Jun 30, 2026 Jacob Krell

    The AI Industry's Prescott Moment

    Intel killed its fastest chip in 2004 because clock speed had become the wrong metric. AI is approaching the same ...

    Read More: The AI Industry's Prescott Moment
    The Kylie Effect: How Meta Just Normed the Smart Glasses Privacy Dilemma
    Data Privacy
    Jun 30, 2026 Hannah Perez

    The Kylie Effect: How Meta Just Normed the Smart Glasses Privacy Dilemma

    When tech companies first tried to put cameras on our faces, the public reaction was loud, clear, and overwhelmingly ...

    Read More: The Kylie Effect: How Meta Just Normed the Smart Glasses Privacy Dilemma
    The Extortion Market Has Matured, And the Response Industry Is Part of It
    Threat Intelligence
    Jun 25, 2026 Denis Calderone

    The Extortion Market Has Matured, And the Response Industry Is Part of It

    In May, a criminal extortion group told 9,000 schools to hire breach coaches and negotiate ransom payments ...

    Read More: The Extortion Market Has Matured, And the Response Industry Is Part of It
    The ICS Exploit Pipeline Is Built for Destruction, Not Theft
    Vulnerability Management
    Jun 22, 2026 Jacob Krell

    The ICS Exploit Pipeline Is Built for Destruction, Not Theft

    The vulnerability pipeline feeding ICS attackers is structurally optimized for breaking infrastructure, not stealing ...

    Read More: The ICS Exploit Pipeline Is Built for Destruction, Not Theft
    973 MCP Packages, 71% Single-Maintainer: A Practitioner's Guide to AI Developer Security
    Prompt Injection
    Jun 17, 2026 Jacob Krell

    973 MCP Packages, 71% Single-Maintainer: A Practitioner's Guide to AI Developer Security

    At a Glance AI security tooling adoption lags behind AI coding tool adoption by an order of magnitude. Download ratios: ...

    Read More: 973 MCP Packages, 71% Single-Maintainer: A Practitioner's Guide to AI Developer Security
    The AI Governance Gap: Verizon's 2026 DBIR Shows Attackers Scaling AI While Employees Leak Data Through It
    AI Governance
    May 28, 2026 Jacob Krell

    The AI Governance Gap: Verizon's 2026 DBIR Shows Attackers Scaling AI While Employees Leak Data Through It

    On May 20, 2026, Verizon published the 2026 Data Breach Investigations Report with a dedicated AI section built on ...

    Read More: The AI Governance Gap: Verizon's 2026 DBIR Shows Attackers Scaling AI While Employees Leak Data Through It
    The Remediation Paradox: Verizon's 2026 DBIR Shows Exploitation Winning While Defenders Patch Slower
    Mean Time to Exploit
    May 21, 2026 Jacob Krell

    The Remediation Paradox: Verizon's 2026 DBIR Shows Exploitation Winning While Defenders Patch Slower

    On May 20, 2026, Verizon published the [2026 Data Breach Investigations ...

    Read More: The Remediation Paradox: Verizon's 2026 DBIR Shows Exploitation Winning While Defenders Patch Slower
    The Extension Blind Spot: How One VS Code Plugin Gave Attackers GitHub's Source Code
    Cybersecurity
    May 20, 2026 Jacob Krell

    The Extension Blind Spot: How One VS Code Plugin Gave Attackers GitHub's Source Code

    GitHub's 3,800 Repositories Stolen Through a Single IDE Extension On May 19, 2026, a single VS Code extension on a ...

    Read More: The Extension Blind Spot: How One VS Code Plugin Gave Attackers GitHub's Source Code
    The Cost of a Click: Why Passive Cookie Consent Is Your Biggest Compliance Liability
    May 20, 2026 Hannah Perez

    The Cost of a Click: Why Passive Cookie Consent Is Your Biggest Compliance Liability

    If you think a basic pop-up banner that reads "By continuing to browse this site, you accept cookies" protects your ...

    Read More: The Cost of a Click: Why Passive Cookie Consent Is Your Biggest Compliance Liability
    Five Years of US Privacy Breach Data Tell a Story Security Leaders Cannot Ignore
    Data Privacy
    May 19, 2026 Jacob Krell

    Five Years of US Privacy Breach Data Tell a Story Security Leaders Cannot Ignore

    In April 2026 alone, the ShinyHunters extortion group breached ADT (5.5 million customers), Amtrak (2.1 million ...

    Read More: Five Years of US Privacy Breach Data Tell a Story Security Leaders Cannot Ignore
    Mean Time to Exploit Has Gone Negative. Security Strategy Has to Change.
    Vulnerability Management
    May 05, 2026 Jacob Krell

    Mean Time to Exploit Has Gone Negative. Security Strategy Has to Change.

    Mandiant's M-Trends 2026 report puts estimated mean time to exploit at negative seven days. That number should reset ...

    Read More: Mean Time to Exploit Has Gone Negative. Security Strategy Has to Change.
    When AI Billing Breaks Trust: What the Claude Code Backlash Says About AI Governance
    Prompt Injection
    Apr 30, 2026 Hannah Perez

    When AI Billing Breaks Trust: What the Claude Code Backlash Says About AI Governance

    When AI Billing Breaks Trust: Lessons from the Claude Code Backlash AI adoption is accelerating, but trust is still ...

    Read More: When AI Billing Breaks Trust: What the Claude Code Backlash Says About AI Governance
    From Army Ranger to Ethical Hacker: What Cybersecurity Can Learn from the Battlefield
    Cybersecurity
    Apr 29, 2026 Suzu Labs

    From Army Ranger to Ethical Hacker: What Cybersecurity Can Learn from the Battlefield

    Cybersecurity doesn’t start with tools, it starts with mindset. In this episode featuring Aaron Colclough, we get a ...

    Read More: From Army Ranger to Ethical Hacker: What Cybersecurity Can Learn from the Battlefield
    When Elite Cyber Teams Can't Crack Web Security
    Cybersecurity
    Apr 23, 2026 Jacob Krell

    When Elite Cyber Teams Can't Crack Web Security

    HTB's 2025 benchmark tested 796 security teams. Only 21% passed web security challenges. The Security Illusion Security ...

    Read More: When Elite Cyber Teams Can't Crack Web Security
    The Invisible Threat: Business Logic Flaws in Modern Applications and Why Scanners Miss Them
    Cybersecurity
    Apr 22, 2026 Jacob Krell

    The Invisible Threat: Business Logic Flaws in Modern Applications and Why Scanners Miss Them

    In today's security landscape, some of the most dangerous vulnerabilities aren't flagged by automated scanners at all. ...

    Read More: The Invisible Threat: Business Logic Flaws in Modern Applications and Why Scanners Miss Them
    Suzu Labs Acquires Emulated Criminals
    Apr 20, 2026 Hannah Perez

    Suzu Labs Acquires Emulated Criminals

    Bridging the gap between theory and the threat reality, Suzu Labs is proud to announce the acquisition of Emulated ...

    Read More: Suzu Labs Acquires Emulated Criminals
    The Wall Around Claude 4.7 Does Not Extend to Dread
    Cybersecurity
    Apr 17, 2026 Suzu Labs

    The Wall Around Claude 4.7 Does Not Extend to Dread

    Anthropic released Claude Opus 4.7 on April 16, 2026 with automated cybersecurity safeguards and a Cyber Verification ...

    Read More: The Wall Around Claude 4.7 Does Not Extend to Dread
    The Engagement Ratchet: How YouTube, Instagram, and Amazon Trained Users to Accept Less Control
    youtube
    Apr 10, 2026 Jacob Krell

    The Engagement Ratchet: How YouTube, Instagram, and Amazon Trained Users to Accept Less Control

    Earlier this year, YouTube began rolling out a row of algorithmically recommended videos at the top of the ...

    Read More: The Engagement Ratchet: How YouTube, Instagram, and Amazon Trained Users to Accept Less Control
    The AI Revolution: How Jobs Will Change by 2030
    Cybersecurity
    Apr 07, 2026 Suzu Labs

    The AI Revolution: How Jobs Will Change by 2030

    Host Phillip Wylie sits down with Nicolas Chaillan to discuss the sobering reality of AI replacement, the critical need ...

    Read More: The AI Revolution: How Jobs Will Change by 2030
    The Rosie Protocol: Is AI-Driven Personalized Medicine Finally Here?
    Generative AI
    Apr 01, 2026 Hannah Perez

    The Rosie Protocol: Is AI-Driven Personalized Medicine Finally Here?

    In late 2024, Sydney tech entrepreneur Paul Conyngham was told his rescue dog, Rosie, had months to live. She was ...

    Read More: The Rosie Protocol: Is AI-Driven Personalized Medicine Finally Here?
    From Analog Hacks to Agentic AI: The Evolution of Offensive Security with Denis Calderone
    Cybersecurity
    Mar 30, 2026 Suzu Labs

    From Analog Hacks to Agentic AI: The Evolution of Offensive Security with Denis Calderone

    The world of cybersecurity has undergone a massive transformation in just a few decades. In this episode of Simply ...

    Read More: From Analog Hacks to Agentic AI: The Evolution of Offensive Security with Denis Calderone
    While TSA Made Headlines, CISA Went Dark
    Critical Infrastructure
    Mar 30, 2026 Jacob Krell

    While TSA Made Headlines, CISA Went Dark

    The Department of Homeland Security has been partially shut down for over 45 days. In that time, 460 TSA officers have ...

    Read More: While TSA Made Headlines, CISA Went Dark
    The Purple Team Advantage: Bridging the Gap Between Hacking and Management with Chris Marks
    AI Security
    Mar 30, 2026 Suzu Labs

    The Purple Team Advantage: Bridging the Gap Between Hacking and Management with Chris Marks

    In cybersecurity, we often operate in silos. The red team breaks things, the blue team fixes them, and management ...

    Read More: The Purple Team Advantage: Bridging the Gap Between Hacking and Management with Chris Marks
    Claude Mythos and the Cybersecurity Risk That Was Already Here
    Threat Intelligence
    Mar 27, 2026 Jacob Krell

    Claude Mythos and the Cybersecurity Risk That Was Already Here

    On March 26, Anthropic confirmed the existence of Claude Mythos, an unreleased AI model described internally as "a step ...

    Read More: Claude Mythos and the Cybersecurity Risk That Was Already Here
    BPFdoor in Telecom Networks: The FCC Is Securing the Edge, but China's Hackers Are Already Past It
    Critical Infrastructure
    Mar 26, 2026 Mike Bell

    BPFdoor in Telecom Networks: The FCC Is Securing the Edge, but China's Hackers Are Already Past It

    Rapid7's research reveals China-linked kernel implants deep inside telecom signaling infrastructure. Here's what ...

    Read More: BPFdoor in Telecom Networks: The FCC Is Securing the Edge, but China's Hackers Are Already Past It
    Securing the AI Frontier: Suzu Labs Sweeps 4 Global InfoSec Awards 2026
    Cybersecurity
    Mar 23, 2026 Hannah Perez

    Securing the AI Frontier: Suzu Labs Sweeps 4 Global InfoSec Awards 2026

    We are incredibly proud to announce a monumental achievement. At this year’s Global InfoSec Awards 2026, hosted by ...

    Read More: Securing the AI Frontier: Suzu Labs Sweeps 4 Global InfoSec Awards 2026
    From Cockpits to Code: Josh Mason on Bridging the Gap Between Military and Cybersecurity
    Cybersecurity
    Mar 17, 2026 Suzu Labs

    From Cockpits to Code: Josh Mason on Bridging the Gap Between Military and Cybersecurity

    In the world of cybersecurity, we often talk about "gatekeeping" or the "skills gap," but rarely do we find individuals ...

    Read More: From Cockpits to Code: Josh Mason on Bridging the Gap Between Military and Cybersecurity
    Simply Offensive Podcast: The Future of Pentesting: AI, Automation, and Better Reporting with Dan DeCloss
    Cybersecurity
    Mar 16, 2026 Phillip Wylie

    Simply Offensive Podcast: The Future of Pentesting: AI, Automation, and Better Reporting with Dan DeCloss

    The Future of Pentesting: AI, Automation, and Better Reporting with Dan DeCloss In this episode of Simply Offensive, ...

    Read More: Simply Offensive Podcast: The Future of Pentesting: AI, Automation, and Better Reporting with Dan DeCloss
    From Silence to Strike: Tracking Iran's Cyber Escalation in Real Time
    Critical Infrastructure
    Mar 13, 2026 Denis Calderone

    From Silence to Strike: Tracking Iran's Cyber Escalation in Real Time

    On March 12, medical technology giant Stryker confirmed a cyberattack that wiped devices across 79 countries. The ...

    Read More: From Silence to Strike: Tracking Iran's Cyber Escalation in Real Time
    Internal Analysis: Even Realities G2 Smart Glasses Security & Privacy Investigation
    Social Engineering
    Mar 09, 2026 Suzu Labs Intelligence

    Internal Analysis: Even Realities G2 Smart Glasses Security & Privacy Investigation

    Executive Summary Even Realities markets its G2 smart glasses as the privacy-conscious alternative to Meta Ray-Bans. ...

    Read More: Internal Analysis: Even Realities G2 Smart Glasses Security & Privacy Investigation
    The Company Reviewing Your Meta Glasses Footage Has a Security Problem
    Threat Intelligence
    Mar 06, 2026 Mike Bell

    The Company Reviewing Your Meta Glasses Footage Has a Security Problem

    Last week, Swedish journalists revealed that Meta sends video footage from Meta Ray-Ban smart glasses to human data ...

    Read More: The Company Reviewing Your Meta Glasses Footage Has a Security Problem
    The Death of the CTF: How Agentic AI Is Reshaping Competitive Hacking
    CTF
    Mar 03, 2026 Jacob Krell

    The Death of the CTF: How Agentic AI Is Reshaping Competitive Hacking

    View White Paper Abstract: Agentic AI systems are compressing competitive hacking timelines faster than the ...

    Read More: The Death of the CTF: How Agentic AI Is Reshaping Competitive Hacking
    Simply Offensive Podcast: AI Killed the CTF Star with Jacob Krell
    Cybersecurity
    Mar 03, 2026 Phillip Wylie

    Simply Offensive Podcast: AI Killed the CTF Star with Jacob Krell

    In this thought-provoking episode of Simply Offensive, host Philip Wylie sits down with Jacob Krell, a penetration ...

    Read More: Simply Offensive Podcast: AI Killed the CTF Star with Jacob Krell
    Anthropic and Claude: 2026 AI Powerhouse
    Supply Chain Security
    Feb 26, 2026 Hannah Perez

    Anthropic and Claude: 2026 AI Powerhouse

    In early 2026, the image of Anthropic as a cautious, safety-oriented "research lab" has effectively been replaced by ...

    Read More: Anthropic and Claude: 2026 AI Powerhouse
    Simply Offensive Podcast: Navigating AI's Challenges in Problem Solving with Darius Houle
    Cybersecurity
    Feb 24, 2026 Phillip Wylie

    Simply Offensive Podcast: Navigating AI's Challenges in Problem Solving with Darius Houle

    In this episode of Simply Offensive, host Philip Wylie welcomes Darius Houle, an Application Security (AppSec) and ...

    Read More: Simply Offensive Podcast: Navigating AI's Challenges in Problem Solving with Darius Houle
    Simply Offensive Podcast: Exploring the World of Hardware Hacking with Matt Brown
    Cybersecurity
    Feb 17, 2026 Phillip Wylie

    Simply Offensive Podcast: Exploring the World of Hardware Hacking with Matt Brown

    In the latest episode of the Simply Offensive podcast, host Philip Wylie sat down with Matt Brown, a renowned hardware ...

    Read More: Simply Offensive Podcast: Exploring the World of Hardware Hacking with Matt Brown
    Logo copy 3-1

    Fortified Security. Intelligent Innovation.

    +1 (702) 766-6257
    P.O. Box 750111
    Las Vegas, Nevada 89136

    Follow Us

    About

    • About Us
    • Contact
    • FAQ's

    Solutions

    • AI Advisory
    • AI Assessment
    • Offensive Security
    • Defensive Security
    • Privacy Engineering
    • Adversarial Operations
    • Social Engineering
    • Products

    Resources

    • Blog
    • In The Media
    • Podcasts
    © 2026 All rights reserved.
    • Privacy Policy
    • Terms & Conditions