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How to become Cyber Security Expert in 2026
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Master Networking, Ethical Hacking, Cloud Security, Malware Analysis, Digital Forensics, Red Teaming, Blue Teaming, and AI Security to Become an Industry-Ready Cyber Security Professional
A complete beginner-to-advanced roadmap designed to help you become a professional Cyber Security Expert. Learn computer networks, operating systems, Linux, Python scripting, web technologies, cryptography, ethical hacking, penetration testing, web application security, API security, cloud security, Active Directory security, malware analysis, reverse engineering, digital forensics, incident response, threat hunting, SIEM, SOC operations, red teaming, exploit development, AI security, and secure software development. This roadmap includes hands-on labs, Capture The Flag (CTF) challenges, real-world attack simulations, industry projects, interview preparation, certification guidance, and curated learning resources to prepare you for internships and cyber security roles at leading organizations.
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Topics in this roadmap
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The CIA Triad
The foundational security model of Confidentiality through encryption and access controls, Integrity through hashing and digital signatures, and Availability through redundancy and DDoS protection.
Why this matters
It is the universal language of risk, and every security failure can be traced back to a violation of one or more of these three pillars.
Core concepts
Confidentiality via encryption and access controls Integrity via hashing and digital signatures Availability via redundancy and DDoS mitigation Authentication and non-repudiation Practical skills
Classify a real-world breach into specific CIA triad failures and identify which control category would have prevented it.
Common mistakes
Treating the three pillars as independent instead of interconnected Applying encryption for confidentiality while neglecting hashing for integrity Mini project
Analyze the 2017 Equifax breach report and write a one-page summary mapping every identified failure to the CIA triad.
Interview importance: Absolute, this is a guaranteed question in every cybersecurity interview.
NIST SP 800-12
NetworkChuck CIA Triad video
ISC2 Certified in Cybersecurity free training
Krebs on Security blog
Awesome cybersecurity information GitHub list
Cybrary free tier courses
Threats, Attacks and Vulnerabilities
Cataloging the threat landscape by threat actor type, from script kiddies to advanced persistent threats and insider threats, and by attack vector such as phishing, watering hole and drive-by downloads.
Why this matters
Understanding what you are actually defending against shapes every prioritization decision a security team makes.
Core concepts
Threat actor categorization Malware types including ransomware, trojans and worms Common attack vectors like phishing and drive-by downloads Practical skills
Map a recent real-world breach to a specific threat actor category and attack vector.
Common mistakes
Assuming all attackers have the same sophistication and motivation Confusing a vulnerability with the threat that could exploit it Mini project
Research a recent ransomware attack and write a short profile of the threat actor group, their typical attack vector, and the vulnerability exploited.
Interview importance: High, foundational vocabulary tested in every entry-level interview.
MITRE ATT&CK Enterprise Matrix
Krebs on Security blog
NIST SP 800-12
Cybrary free tier courses
ISC2 Certified in Cybersecurity free training
CISA threat actor advisories
Security Controls and Governance
The structures that enforce security in an organization, split into administrative, technical and physical controls that each function as preventive, detective or corrective measures.
Why this matters
Every audit report and architectural decision is framed in terms of which control category and function is being applied or missing.
Core concepts
Administrative, technical and physical control types Preventive, detective and corrective control functions High-level introduction to ISO 27001 and NIST CSF Practical skills
Classify a list of real security measures into their correct control type and function categories.
Common mistakes
Confusing a detective control like logging with a preventive control like a firewall rule Assuming a single control type is sufficient without layering defense in depth Mini project
Take a company's public security page and classify every control mentioned into administrative, technical or physical, and preventive, detective or corrective.
Interview importance: High, this framework underlies most GRC and security architecture questions.
NIST Cybersecurity Framework
ISO 27001 overview
ISC2 Certified in Cybersecurity free training
NIST SP 800-12
Cybrary free tier courses
CIS Controls documentation
Active Directory Security
Active Directory is the identity backbone of most Fortune 500 companies, implemented via Kerberos, LDAP and DNS, and is a misconfiguration goldmine that makes it the number one enterprise attack target.
Why this matters
Defending and attacking Active Directory is a distinct career specialization, since a single misconfigured ACL can grant a full domain compromise.
Core concepts
Kerberos TGT and TGS authentication flow NTLM fallback authentication Group Policy Objects and ACLs Kerberoasting and constrained delegation abuse Practical skills
Perform a Kerberoasting attack in a lab environment and map paths to Domain Admin using BloodHound.
Common mistakes
Focusing only on patching servers while ignoring AD misconfigurations Lacking a tiered administration model separating Tier 0, 1 and 2 assets Mini project
Build a home lab with a Windows Server 2022 domain controller and two Windows 10 clients, use BloodHound to map every attack path, then patch each one.
Interview importance: Extreme for pentesting, red team and security engineer roles.
Microsoft Learn Active Directory Domain Services
MIT Kerberos documentation
John Hammond Active Directory Explained
BloodHound project by SpecterOps
PingCastle Active Directory security assessment
TryHackMe Attacktive Directory room
Practical Packet Analysis
Deep dive into TCP/IP and the OSI model through hands-on traffic analysis, using Wireshark and tcpdump to dissect packets, subnet confidently and detect command-and-control beaconing patterns.
Why this matters
Nearly every intrusion leaves a network trace, and the ability to read that trace directly is what separates a real analyst from someone who only reads alert summaries.
Core concepts
Dissecting packets with Wireshark Writing tcpdump and BPF filters DNS poisoning mechanics Detecting C2 traffic patterns Practical skills
Analyze a public pcap file and write a report describing every distinct TCP stream and its purpose.
Common mistakes
Assuming encrypted traffic cannot reveal anything useful without decryption Ignoring timing and beacon interval patterns that reveal C2 traffic Mini project
Download a pcap file from Malware Traffic Analysis and write a one-page report describing every TCP stream in it.
Interview importance: Universal, packet analysis appears in SOC, IR and pentest interviews alike.
Wireshark official documentation
Malware Traffic Analysis practice pcaps
tcpdump primer
Chris Sanders Applied Network Defense
SANS packet analysis resources
Zeek network security monitoring documentation
Linux Administration for Security
Command-line proficiency and OS internals covering service management with systemd, file permission manipulation and firewall configuration that every security tool and hardened server depends on.
Why this matters
Nearly every security tool from Wireshark to Metasploit runs on Linux, making command-line fluency the baseline for any hands-on technical security role.
Core concepts
Managing services with systemd File permissions, chmod and ACLs Configuring firewalls with iptables or nftables Bash scripting for automation Practical skills
Harden a Linux server by configuring least-privilege file permissions and a restrictive firewall ruleset.
Common mistakes
Leaving default permissions overly permissive on sensitive configuration files Writing firewall rules that are too broad, defeating their own purpose Mini project
Harden a fresh Linux VM by configuring a restrictive iptables ruleset, correct file permissions, and a bash script that audits both nightly.
Interview importance: High, hands-on Linux administration is assessed in nearly every practical security interview.
Linux Foundation Introduction to Linux
Red Hat sysadmin documentation
iptables tutorial
Cybrary free tier Linux courses
Julia Evans Linux zines
TryHackMe Linux Fundamentals room
SIEM and Log Analysis
Centralizing and correlating millions of log events using SIEM platforms like Splunk or Sentinel to find malicious patterns that no single log line would reveal alone.
Why this matters
A SOC analyst's entire job revolves around writing and tuning these queries, making SIEM fluency the single most practical entry-level skill.
Core concepts
Splunk SPL or KQL query writing Building dashboards and real-time alerts Parsing Sysmon and Windows Event Logs Practical skills
Write a SIEM query that correlates failed logon attempts across multiple hosts within a short time window to detect a password spray attack.
Common mistakes
Writing overly broad queries that generate alert fatigue Not tuning out known-benign noise before an alert reaches an analyst Mini project
Ingest Sysmon logs into a SIEM and write detection queries for LSASS dumping, startup folder persistence, and a new service running from an unusual path.
Interview importance: Universal for SOC analyst and detection engineer roles.
Splunk SPL documentation
Microsoft Sentinel documentation
Sysmon configuration guide
Security Onion documentation
Chris Sanders Applied Network Defense
HELK Hunting ELK project
Threat Hunting Methodologies
Proactive, iterative searching through networks and endpoints to find adversaries that bypassed automated controls, driven by a clear hypothesis rather than waiting for an alert to fire.
Why this matters
This shifts an analyst from a reactive alert monkey into a proactive security scientist, which is critical for catching advanced persistent threats.
Core concepts
Hypothesis generation and the Pyramid of Pain MITRE ATT&CK framework mapping Statistical anomaly and beacon detection Practical skills
Form a specific hypothesis about attacker behaviour and hunt for it manually across logs before checking any automated alert.
Common mistakes
Hunting without a clear hypothesis, effectively random clicking Confusing threat hunting with standard incident response Mini project
In a Security Onion lab, generate traffic from a C2 emulator like Mythic, form a hypothesis about the beacon interval, and manually find it using only tshark and command-line tools before checking the alerts.
Interview importance: High for Tier 3 SOC and detection engineer roles.
MITRE ATT&CK Enterprise Matrix
Active Countermeasures free threat hunting training
ThreatHunting Project community queries
SANS Threat Hunting Summit talks
Security Onion documentation
Cybrary Introduction to Threat Hunting
Endpoint Detection and Response
Advanced threat detection on the endpoint using behavioral analysis, deploying Sysmon in a custom configuration to catch process injection and privilege escalation that signature-based antivirus misses.
Why this matters
Fileless malware and living-off-the-land techniques evade traditional antivirus entirely, making EDR the primary defense against modern intrusions.
Core concepts
Custom Sysmon configuration Process lineage tree analysis Detecting process injection and UAC bypass Practical skills
Deploy Sysmon with a hardened configuration and analyze the resulting process lineage tree for a simulated attack.
Common mistakes
Using a default Sysmon configuration that misses key event types Not correlating process lineage across the full attack chain Mini project
Deploy Sysmon with a custom configuration in a lab, simulate a process injection technique, and identify it purely from the resulting event logs.
Interview importance: High for SOC Tier 2 and 3 and detection engineer roles.
Sysmon configuration guide by SwiftOnSecurity
Microsoft Sysinternals Suite
MITRE ATT&CK Enterprise Matrix
Security Onion documentation
SANS DFIR webcasts
Let's Defend endpoint analysis scenarios
Web Application Penetration Testing
The core methodology for finding and exploiting vulnerabilities in web applications following PTES and OWASP guidance, covering SQL injection, XSS and command injection.
Why this matters
The OWASP Top 10 remains the most common vulnerability class found in real assessments, making this the highest volume skill in professional pentesting work.
Core concepts
OWASP Top 10 vulnerability classes Web fuzzing and parameter discovery SQL injection and cross-site scripting exploitation Practical skills
Find and exploit a SQL injection and a stored XSS vulnerability in a deliberately vulnerable web application.
Common mistakes
Relying solely on automated scanners without manual verification Missing second-order or blind injection vulnerabilities Mini project
Complete every JWT and injection lesson in OWASP Juice Shop, documenting each vulnerability found and its remediation.
Interview importance: Extreme for penetration tester and web security roles.
OWASP Top 10
PortSwigger Web Security Academy
OWASP Juice Shop vulnerable app
Burp Suite Community Edition
SQLMap automated SQL injection tool
HackTheBox platform
Active Directory Attacks
Moving beyond a single compromised box to full domain compromise using pass-the-hash, pass-the-ticket, DCSync attacks and ACL abuse to escalate through an entire enterprise network.
Why this matters
Domain Admin compromise is the primary objective in nearly every red team engagement, making this the highest value offensive skill set in enterprise environments.
Core concepts
Pass-the-hash and pass-the-ticket attacks DCSync replication abuse Golden and silver ticket forgery ACL and delegation abuse Practical skills
In a lab, escalate from a standard domain user to Domain Admin using a chained ACL abuse and DCSync attack.
Common mistakes
Not creating a golden ticket for persistence immediately after a successful DCSync Crashing the domain controller by misusing an offensive tool carelessly Mini project
Gain a foothold as a domain user, find a path to a user with replication rights, dump hashes via DCSync, impersonate a Domain Admin, and compromise a separate forest through a cross-trust attack.
Interview importance: Extreme for senior pentest and red team roles.
Microsoft MS-DRSR protocol documentation
Mimikatz by gentilkiwi
Impacket toolkit
BloodHound project by SpecterOps
IppSec HackTheBox AD walkthroughs
GOAD Game of Active Directory lab
Buffer Overflow Exploit Development
Crafting input to subvert a program's control flow by overwriting the return address on the stack, requiring a shift in mindset from user to abuser of a program's memory layout.
Why this matters
Understanding this from first principles is required to grasp modern mitigations like ASLR, DEP and CFG, and is foundational for any vulnerability research career.
Core concepts
Stack layout including ESP, EBP and EIP Shellcode construction and bad character filtering NOP sleds and return-to-libc techniques Practical skills
Fuzz a vulnerable program to find a crash, control EIP precisely, and craft a working shellcode payload without using a pre-built exploit module.
Common mistakes
Forgetting to filter bad characters in the shellcode payload Not checking stack alignment before executing the final payload Mini project
Exploit the classic brainpan vulnerable binary without using a pre-built Metasploit module, writing the entire exploit in Python using pwntools.
Interview importance: High for senior red team, vulnerability research and advanced engineer roles.
Intel 64 and IA-32 Architectures Software Developer Manual
LiveOverflow Binary Exploitation playlist
pwntools official documentation
OpenSecurityTraining Introduction to x86
pwn.college Arizona State University
Aleph One Smashing The Stack for Fun and Profit
Container and Kubernetes Security
Securing the entire orchestration lifecycle from image build to runtime production clusters, grounded in the 4Cs model of Cloud, Cluster, Container and Code.
Why this matters
Kubernetes is the operating system of the modern data center, and its minimal security defaults mean misconfigurations cause massive, instant data breaches.
Core concepts
Pod Security Standards and RBAC Network policies and admission controllers seccomp, AppArmor and immutable registries Practical skills
Write an OPA or Kyverno policy that prevents privileged containers from being scheduled anywhere in a cluster.
Common mistakes
Granting cluster-admin to default service accounts Using the latest tag for container images in production Mini project
Deploy the OWASP Kubernetes Goat cluster, identify every exposed sensitive information and privilege escalation path, mitigate them, and run kube-bench for a perfect CIS score.
Interview importance: Critical for DevSecOps and cloud security roles.
Kubernetes.io security documentation
OWASP Kubernetes Top Ten
NSA CISA Kubernetes Hardening Guidance
Falco CNCF runtime security tool
OPA Gatekeeper documentation
KubeAcademy Kubernetes Security course
Zero Trust Architecture
Designing enterprise systems based on never trust, always verify, implementing a software-defined perimeter, microsegmentation and device health attestation instead of implicit network trust.
Why this matters
The traditional castle-and-moat network model has failed repeatedly against lateral movement, making zero trust the modern default architecture for serious enterprises.
Core concepts
Software-defined perimeter design Microsegmentation enforcement Device health attestation Practical skills
Design a zero trust segmentation plan for a sample enterprise network, specifying policy enforcement points.
Common mistakes
Treating zero trust as a single product purchase instead of an architectural principle Leaving legacy flat network segments unsegmented during a partial rollout Mini project
Create a 5-slide board deck proposing a phased zero trust rollout for a fictional company, including cost-benefit analysis over a 2-year timeline.
Interview importance: High for senior security architect roles.
NIST Zero Trust Architecture SP 800-207
CISA Zero Trust Maturity Model
Google BeyondCorp papers
HashiCorp Vault documentation
CNCF cloud native security whitepaper
Cybrary free tier zero trust courses
Secrets Management and PKI
Building the cryptographic trust fabric for machines, deploying HashiCorp Vault for dynamic secrets and designing an internal certificate authority hierarchy with an air-gapped root.
Why this matters
Hardcoded credentials remain one of the most common root causes of a breach, making centralized, auditable secrets management a foundational security control.
Core concepts
HashiCorp Vault deployment x.509 certificate management Internal CA hierarchy design with air-gapped root Practical skills
Deploy HashiCorp Vault and configure dynamic database credentials that rotate automatically on a schedule.
Common mistakes
Storing long-lived static credentials in a secrets manager instead of using dynamic secrets Skipping an air-gapped root, leaving the entire PKI trust chain vulnerable to a single compromise Mini project
Deploy HashiCorp Vault in a lab, configure a dynamic secrets engine for a database, and design a two-tier CA hierarchy with an offline root.
Interview importance: High for security architect and PKI-focused roles.
HashiCorp Vault documentation
openssl documentation
cfssl certificate tooling
NIST PKI guidance SP 800-57
Let's Encrypt documentation
Cybrary PKI fundamentals course
AWS IAM Privilege Escalation
The art of starting with limited credentials and crafting IAM policies to grant full administrative access, alongside the detective controls needed to stop it in production.
Why this matters
AWS breaches like Capital One often pivot on IAM misconfigurations, making IAM the identity backbone of the cloud, arguably harder to secure correctly than Active Directory.
Core concepts
Resource-based versus identity-based policies sts:AssumeRole confusion and permissions boundaries CloudTrail logging for policy changes Practical skills
Create a low-privilege user, escalate to full admin using a single permission like iam:CreatePolicyVersion, then build detection for that exact path.
Common mistakes
Confusing Allow in a policy statement with an actual effective Grant Leaving unused, high-privilege roles unattached but still exploitable Mini project
Create a user with only iam:CreatePolicyVersion permission, escalate to full admin as that user, then configure CloudTrail with a CloudWatch alarm that fires the moment a policy version is updated.
Interview importance: High for AWS-specific security and cloud pentest roles.
AWS IAM documentation
Rhino Security Labs AWS IAM Privilege Escalation Methods
Pacu AWS exploitation framework
CloudGoat vulnerable AWS environment
flaws.cloud walkthrough challenges
AWS Skill Builder Security Learning Plan
Memory Forensics with Volatility
Analyzing a computer's volatile memory to identify running processes, open network connections and injected code that fileless malware leaves invisible on the hard drive entirely.
Why this matters
Modern fileless malware runs only in memory and never touches disk, making memory forensics the only way to detect it at all.
Core concepts
Process Environment Block and Virtual Address Descriptors DLL injection and process hollowing detection Dumping RAM without contaminating evidence Practical skills
Dump RAM from an infected VM and use Volatility 3's malfind plugin to locate injected code and the responsible process.
Common mistakes
Booting the infected machine to install forensic tools, destroying evidence Using outdated Volatility 2 plugins on a modern Windows build Mini project
Infect a Windows 10 VM with a publicly available Meterpreter payload using process hollowing, dump the memory, and use Volatility 3 to find the hollowed process and extract the original executable.
Interview importance: High for incident response and malware analysis roles.
Volatility Foundation Volatility 3 documentation
13Cubed Introduction to Memory Forensics
SANS DFIR resources for beginners
AVML Microsoft memory acquisition tool
CyberDefenders memory forensics challenges
Let's Defend memory analysis scenarios
SOC 2 Type II Assessment
Evaluating a service organization's controls relevant to security, availability, and confidentiality over a monitored period, the gold standard of vendor assurance every SaaS company selling to enterprises needs.
Why this matters
The ability to read and audit a SOC 2 report is a guaranteed employability skill across every GRC, vendor risk and IT audit role.
Core concepts
Trust Service Criteria across security, availability and confidentiality Type I versus Type II distinction Reading an auditor's opinion letter and identifying carve-outs Practical skills
Read a public SOC 3 report and identify exactly what gaps a full SOC 2 Type II would reveal that the summary report does not.
Common mistakes
Confusing SOC 2 with a certification when it is actually an attestation Accepting a Type I report when the situation genuinely requires a Type II Mini project
Find a public SOC 3 report from a major SaaS provider and write a mock vendor risk assessment summary identifying exactly what gaps a SOC 2 would reveal that the SOC 3 does not.
Interview importance: High for all GRC, vendor risk and IT audit roles.
AICPA SOC 2 Guide
NIST SP 800-53 Security and Privacy Controls
ISACA Cybersecurity Auditing course
EdX RITx Cybersecurity Policy and Management
ComplianceForge public resources
AuditBoard community resources
Security Fundamentals
The bedrock concepts, terminology and mindset covering the CIA triad, risk management basics, threat actor types and common attack categories.
Why this matters
Without this context, advanced topics lack a decision-making framework, and interviewers immediately discard candidates who cannot articulate the CIA triad.
Core concepts
Confidentiality, Integrity and Availability triad Vulnerability, threat and risk distinctions Threat actor categorization Administrative, technical and physical controls Practical skills
Classify a real-world breach into CIA triad failures and distinguish preventive, detective and corrective controls.
Common mistakes
Treating the CIA triad pillars as independent instead of interconnected Applying encryption for confidentiality while neglecting hashing for integrity Mini project
Analyze the 2017 Equifax breach report and write a one-page summary mapping each failure to the CIA triad.
Interview importance: Absolute, a guaranteed question in every cybersecurity interview.
NIST SP 800-12 Introduction to Information Security
NetworkChuck CIA Triad CompTIA Security+ video
ISC2 Certified in Cybersecurity free training
Krebs on Security blog
Cybrary free tier courses
MITRE ATT&CK Enterprise Matrix
OS and Networking
Mastery of operating systems and TCP/IP networking that forms the playground and the battlefield, since you cannot defend or attack what you do not understand.
Why this matters
Explain what happens when you type google.com in a browser is the most common screening question used to test this exact knowledge.
Core concepts
Linux administration for security tooling and hardening Windows Active Directory and Kerberos internals Packet analysis with Wireshark and tcpdump DNS poisoning and command-and-control traffic patterns Practical skills
Manage Linux services and permissions, query Active Directory attack paths, and dissect packets to detect malicious traffic.
Common mistakes
Focusing only on patching servers while ignoring Active Directory misconfigurations Assuming DNS traffic is inherently trustworthy Mini project
Build a home lab with a Windows Server 2022 domain controller and two clients, then use BloodHound to map every attack path before patching them.
Interview importance: Universal prerequisite, tested through practical scenarios in nearly every technical interview.
Microsoft Learn Active Directory Domain Services
MIT Kerberos documentation
John Hammond Active Directory Explained
IppSec HackTheBox walkthroughs
TryHackMe Active Directory Basics room
BloodHound project by SpecterOps
Defensive Security
Proactive and reactive defense of the enterprise through SOC monitoring, threat detection engineering, SIEM tuning and endpoint detection and response.
Why this matters
The majority of entry-level cybersecurity jobs exist here, and constant burnout keeps demand for skilled defenders consistently high.
Core concepts
SIEM log correlation and SPL or KQL queries Endpoint detection and response with Sysmon Network security monitoring with Suricata or Snort Hypothesis-driven threat hunting Practical skills
Write SIEM detection queries, deploy Sysmon with a custom configuration, and hunt for adversary activity using a clear hypothesis.
Common mistakes
Hunting without a clear hypothesis, effectively random clicking Confusing threat hunting with incident response Mini project
In a Security Onion lab, generate C2 traffic from an emulator, form a hypothesis about the beacon interval, and manually find it using only tshark before checking automated alerts.
Interview importance: Massive, this is where the majority of entry-level cybersecurity jobs exist.
MITRE ATT&CK Enterprise Matrix
Active Countermeasures free threat hunting training
Security Onion documentation
Chris Sanders Applied Network Defense
SANS Threat Hunting Summit talks
HELK Hunting ELK project
Offensive Security
Emulating adversarial threats to test and improve an organization's security posture, extending beyond traditional penetration testing to social engineering and C2 engineering.
Why this matters
High glamour and competitive entry make this a demanding specialization requiring extensive demonstrated skill through blogs, CVEs or CTF wins.
Core concepts
OWASP Top 10 and web application penetration testing Active Directory and enterprise attacks like pass-the-hash C2 infrastructure and evasion techniques Buffer overflow and exploit development fundamentals Practical skills
Perform a full web and network penetration test methodology, execute Active Directory attacks like DCSync, and build custom exploit code.
Common mistakes
Forgetting bad character filtering in shellcode Crashing a domain controller by misusing an offensive tool Mini project
Gain a foothold as a domain user in a lab, find a path to a user with replication rights, dump hashes via DCSync, and compromise a separate forest through a cross-trust attack.
Interview importance: High glamour and competitive entry, requiring demonstrated skill through CTFs, blogs or CVEs.
OWASP Top 10
PortSwigger Web Security Academy
IppSec HackTheBox walkthroughs
HackTheBox platform
Impacket toolkit by SecureAuthCorp
Mimikatz by gentilkiwi
Security Engineering
Designing and building inherently secure systems rather than bolting security on afterward, covering zero trust architecture, secrets management and secure SDLC practices.
Why this matters
The supply of engineers who can code, understand cloud, and deeply understand security is almost non-existent, making this an extremely high-demand specialization.
Core concepts
DevSecOps and secure SDLC integration Zero trust architecture principles Secrets management and PKI Container and Kubernetes security Practical skills
Implement SAST and DAST scanning in a CI pipeline, design a zero trust network segment, and secure a Kubernetes cluster against common misconfigurations.
Common mistakes
Granting cluster-admin to default service accounts Disabling a security feature like SELinux instead of properly configuring it Mini project
Deploy the OWASP Kubernetes Goat cluster, identify every exposed sensitive information and privilege escalation path, mitigate them, and achieve a perfect kube-bench CIS score.
Interview importance: Extremely high, this bridges coding, cloud and security expertise that is genuinely scarce.
Kubernetes.io security documentation
OWASP Kubernetes Top Ten
NSA CISA Kubernetes Hardening Guidance
HashiCorp Vault documentation
Falco CNCF runtime security tool
OPA Gatekeeper documentation
Cloud Security and IR
Applying security principles to public cloud identity and posture management, plus the systematic incident response and forensics processes used when a breach actually happens.
Why this matters
Cloud security commands the highest salary band in defensive security, and IR retainers remain a key revenue stream for every major consulting firm.
Core concepts
Cloud IAM privilege escalation and defense Cloud security posture management at scale Incident handling using the SANS PICERL model Memory forensics for fileless malware detection Practical skills
Escalate and then defend against IAM privilege escalation in a cloud account, and perform memory forensics to detect process injection.
Common mistakes
Confusing an IAM policy's Allow effect with an actual Grant of access Booting an infected machine before imaging it, destroying forensic evidence Mini project
Create a low-privilege AWS user, escalate to full admin using a single overly permissive IAM permission, then configure CloudTrail to alert on that exact escalation path.
Interview importance: High salary band, IR retainers are a key revenue stream for consulting firms.
AWS IAM documentation
Rhino Security Labs AWS IAM Privilege Escalation Methods
Volatility Foundation Volatility 3 documentation
SANS DFIR resources for beginners
CloudGoat vulnerable AWS environment
13Cubed Introduction to Memory Forensics
