TSE ACADEMIC & SANDBOX LABS

Architect Your Cyber & AI Security Trajectory

Production-focused LMS curriculum engineered around isolated virtual sandboxes, 1-on-1 mentor guidance, structured learning trajectories, and verified cryptographic credentials.

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+1.4k
1,450+ Active Students Learning in Sandboxes
100% LiveVirtual Sandboxes
1-on-1Mentor Reviews
VerifiedTS-ID Badges
tse-lms // live_student_cohorts
Aarav SharmaWeb VAPT • Exploit Lab 04
In Sandbox
Meera PatelLLM Red Teaming • Prompt Injection
Verified
SYSTEM STATUS:SANDBOX LAB RUNTIMES READY
HOW WE CONDUCT COURSES

The 7-Stage Curvy Pedagogy Pipeline

A comprehensive practical progression engineered for real-world enterprise defense and autonomous AI systems.

STAGE 01 • ENVIRONMENT & THREAT TRIAGE
Week 01 • 15+ Practical Lab Hours

Orientation & Sandbox Diagnostic

LMS environment onboarding, dedicated Linux sandbox provisioning, and baseline offensive/defensive diagnostic triage to calibrate your personalized skill trajectory.

Key Tangible Deliverables:100% Sandbox Provisioning Pass Rate
Pre-configured Linux Sandbox VM with dedicated IP & keypair
Baseline Offensive/Defensive Diagnostic Scorecard
Configured Burp Suite Pro, Wireshark & Python 3.12 suite
Kali LinuxDocker CLIBurp Suite ProWiresharkGit / GitHubTerminal CLI
STAGE 02 • PROTOCOLS & NEURAL ARCHITECTURE
Week 02-03 • 25+ Interactive Hours

Core Architecture & System Internals

Deep architectural exploration of modern system internals: dissect raw TCP 3-way handshakes, QUIC/HTTP/3 packet multiplexing, OAuth2/OIDC token flows, and LLM transformer attention mechanics.

Key Tangible Deliverables:Sub-10ms Packet Analysis Benchmark
Interactive Microservice Attack Surface Threat Model
Raw Protocol Packet Trace & Wireshark Decryption Blueprint
Custom Tokenizer & Transformer Attention Visualizer in Python
HTTP/3 & QUICPostman APIWiresharkPyTorchHugging FacePython 3
STAGE 03 • MENTOR DISSECTION & CODE REVIEW
Week 04-05 • 20+ Live & Lab Hours

Mentor-Led Live Masterclasses

Direct weekly live interactive masterclasses conducted by veteran cybersecurity architects and senior AI engineers. Dissect newly published zero-day CVEs and attend 1-on-1 architecture reviews.

Key Tangible Deliverables:1-on-1 Mentor Sign-off on Code Quality
Mentor-reviewed enterprise threat model blueprint
Exploit proof-of-concept writeup with architectural fix
Personalized technical milestone scorecard and review log
Splunk SIEMGhidraMITRE ATT&CKBurp Suite ProLive WhiteboardVS Code
STAGE 04 • OFFENSIVE & DEFENSIVE SANDBOX
Week 06-08 • 35+ Hands-On Lab Hours

Active Sandbox Exploitation & Defense

Transition into aggressive hands-on practice in isolated target networks. Execute blind SQL injections, cloud metadata SSRF, Active Directory Kerberoasting, and bypass LLM guardrails with adversarial prompt injections.

Key Tangible Deliverables:Root Flag Capture on 3 Staged Vulnerable Networks
5 Documented Exploit Proof-of-Concepts (PoCs) against live targets
Active Directory Domain Attack Path Graph via BloodHound
Adversarial AI Guardrail Evasion & Jailbreak Benchmark Report
BloodHoundImpacketBurp Suite ProLangChainNeMo GuardrailsSQLMap
STAGE 05 • ENTERPRISE CAPSTONE BUILDING
Week 09-11 • 40+ Production Hours

Enterprise Capstone Engineering

Construct a production-ready, portfolio-grade capstone project. Build custom automated vulnerability scanners, automated DevSecOps CI/CD security gates, or autonomous AI red-teaming agents with full test suites.

Key Tangible Deliverables:100% Automated CI/CD Test & Security Scan Pass
Production-grade GitHub repository with CI/CD GitHub Actions
Enterprise CVSS v3.1 Vulnerability Assessment & Mitigation Playbook
Technical architecture whitepaper and demonstration walkthrough
GitHub ActionsTrivyCheckovFastAPIDocker ComposeTerraform
STAGE 06 • PRACTICAL CAPABILITY EVALUATION
Week 12 • 24-Hour Timed Practical Lab

24-Hour Practical Examination

A realistic 24-hour practical evaluation. No multiple-choice questions—students are placed in an unknown live sandbox network to discover, exploit, document, and remediate active vulnerabilities under time constraints.

Key Tangible Deliverables:Practical Score >= 80% on Examination Board Rubric
Professional Penetration Testing & Remediation Report (Executive & Tech)
Live oral defense session with senior TSE examination committee
Remediation verification patch submitted to target codebase
Isolated Target SubnetCVSS v3.1 CalculatorBash / PythonWiresharkCLI Terminal
STAGE 07 • CREDENTIALING & HIRING DISPATCH
Graduation & Beyond • Lifetime Access

Completion & Cryptographic TS-ID

Capstone verification, thesis approval, and issuance of a cryptographically signed, blockchain-verifiable TS-ID credential. Verified graduates receive priority referral routing to partner hiring pipelines.

Key Tangible Deliverables:Cryptographically Signed TS-ID Credential Issued
Cryptographically signed TS-ID public credential with unique verify URL
Verified LinkedIn digital skill badge and verifiable certificate
Priority routing into TSE Partner Network hiring database
TS-ID Credential EngineTSE Alumni PortalPartner NetworkLinkedIn API
THE LEARNING ROUTE

The Continuous Execution Loop

Education is an active feedback loop. Students cycle iteratively through hands-on sandbox exploitation, automated CI/CD security audits, and 1-on-1 mentor code sign-offs.

STAGE 01 / 06
Learn & Absorb
STAGE 01THEORY & ARCHITECTURE

Learn & Absorb

THEORY & ARCHITECTURE

Learn & Absorb

Deep architectural exploration of low-level network protocols, memory safety, threat modeling, and foundational LLM tokenization mechanics.

Key Tangible Outcome:

System Architecture Blueprint

Active Toolchain & Technologies:
HTTP/3WiresharkTCP/IPLinux Internals
EXPLORE ALL STAGESCLICK OR SWIPE CARDS TO JUMP
Learn & Absorb
STAGE 01

Learn & Absorb

Deep architectural exploration of low-level network protocols, memory safety, threat modeling, and foundational LLM tokenization mechanics.

System Architecture BlueprintACTIVE
Sandbox Practice
STAGE 02

Sandbox Practice

Browser-accessible isolated targets for hands-on web exploitation, Active Directory privilege escalation, and memory forensics.

Exploit Proof-of-Concepts (PoCs)SELECT
Build & Construct
STAGE 03

Build & Construct

Engineer automated vulnerability detection pipelines, AI prompt firewall guardrails, and production-grade security tooling.

Production Tooling RepositorySELECT
Test & Audit
STAGE 04

Test & Audit

Stress-test exploits against hardened detection engines. Validate that defensive guardrails withstand adversarial evasion payloads.

CVSS v3.1 Audit PlaybookSELECT
Mentor Review
STAGE 05

Mentor Review

Present capstone code directly to veteran security researchers and principal engineers for line-by-line architectural review.

Mentor Verification Sign-offSELECT
Refine & Deploy
STAGE 06

Refine & Deploy

Iterate based on mentor feedback, patch residual zero-day surface exposures, and push hardened builds into production registries.

Hardened Production ReleaseSELECT
FINAL MILESTONETS-ID Cryptographic Verification

Blockchain-Anchored Credential & Priority Hiring Dispatch

Explore Courses
COORDINATED DUAL-DOMAIN ARCHITECTURE

Complete Course Catalogue

8 specialized masterclasses for Cybersecurity in Electric Lime and 8 specialized masterclasses for AI Systems in Electric Violet (16 total).

16 Enterprise Masterclasses Active
Domain:
Level:
DOMAIN 01 • CYBERSECURITY ARCHITECTURE (8 COURSES)

Cybersecurity Engineering & Offensive Defense

From core VAPT and SOC blue team operations to binary reverse engineering and critical industrial SCADA infrastructure.

8 Masterclasses (Dual Synchronized Conveyor)
CYBER // TIER 01
Courses 01 - 04

Core Security & Defensive Operations

Foundational penetration testing, SOC blue team triage, cloud hardening, and Active Directory exploitation.

ORBIT VECTOR:CLOCKWISE (CW ↻)
STATUS:4 Active / 4 Positions
CYCLE INTERVAL:4.4s Orbit Advance
197h
Hours
42
Modules
146
Labs
VAPT & Web SecurityBeginner

Web Application Security & VAPT Masterclass

Master OWASP Top 10, Burp Suite Pro, Server-Side Request Forgery (SSRF), and Business Logic Exploitation.

Burp Suite Professional Triage
OWASP Top 10 Web Exploitation
32h2 Mods1 Labs
SOC & Blue TeamBeginner

SOC Operations & Threat Hunting (Blue Team)

Real-time SIEM log analysis with Splunk, MITRE ATT&CK mapping, memory forensics, and PCAP incident triage.

Splunk Enterprise Log Analysis
Wireshark & Memory Forensics
75h14 Mods60 Labs
Cloud DevSecOpsIntermediate

Cloud DevSecOps & Infrastructure Hardening

AWS Security Architecture, Kubernetes network policies, Terraform Checkov IaC scans, and CI/CD SAST pipelines.

AWS SecurityHub & GuardDuty
Kubernetes RBAC & Container Hardening
40h16 Mods50 Labs
Red TeamingExpert

Active Directory Enterprise Attack Paths

BloodHound graph analysis, Kerberoasting, AS-REP roasting, AD CS abuse, and Golden Ticket persistence.

BloodHound Trust Graph Mining
Kerberos Ticket Forgery
50h10 Mods35 Labs
ADVANCED SPECIALIZATION DATA BUS // TIER 01 → TIER 02 (ALTERNATE ANGLE)
CYBER // TIER 02
Courses 05 - 08

Specialized Vectors & Deep Exploitation

Mobile APK/IPA dynamic reverse engineering, REST/GraphQL API abuse, binary heap ROP chains, and critical OT/ICS SCADA defense.

ORBIT VECTOR:COUNTER-CW (CCW ↺)
STATUS:4 Active / 4 Positions
CYCLE INTERVAL:4.4s Orbit Advance
265h
Hours
52
Modules
171
Labs
Mobile SecurityIntermediate

Mobile Application Penetration Testing (iOS & Android)

Frida dynamic instrumentation, OWASP MASVS audits, SSL pinning bypass, and APK/IPA reverse engineering.

Frida & Objection Dynamic Hooking
OWASP MASVS / MSTG Standards
55h11 Mods38 Labs
API SecurityAdvanced

API Security & Microservices Exploitation

BOLA/BFLA authorization flaws, GraphQL query depth attacks, mass assignment, and OAuth 2.0 / JWT vulnerabilities.

Broken Object Level Auth (BOLA)
GraphQL Introspection & Batching
65h13 Mods42 Labs
Offensive ResearchExpert

Binary Exploitation & Reverse Engineering

Ghidra x86/ARM disassembly, stack buffer overflows, Return-Oriented Programming (ROP), and heap exploitation.

Ghidra & IDA Pro Static Reversing
ROP Gadget Chaining & ASLR Defeat
85h16 Mods55 Labs
OT / ICS SecurityAdvanced

Industrial OT / ICS & SCADA Defense

Purdue model architecture, Modbus & DNP3 industrial packet injection, PLC firmware extraction, and safety instrumented systems.

Modbus & DNP3 Packet Injection
PLC Ladder Logic Vulnerabilities
60h12 Mods36 Labs
DOMAIN 02 • ARTIFICIAL INTELLIGENCE ARCHITECTURE (8 COURSES)

Artificial Intelligence & Autonomous Agentic Systems

From indirect prompt injection audits and multi-agent systems to vision transformer attacks and 4-bit edge quantization.

8 Masterclasses (Dual Synchronized Conveyor)
AI // TIER 01
Courses 01 - 04

Autonomous AI & Threat Defense

Prompt injection defense, LLM vulnerability red teaming, tool-calling agents, and RAG vector storage protection.

ORBIT VECTOR:CLOCKWISE (CW ↻)
STATUS:4 Active / 4 Positions
CYCLE INTERVAL:4.4s Orbit Advance
250h
Hours
47
Modules
150
Labs
AI SecurityIntermediate

AI Security & LLM Red Teaming Masterclass

Exploit LLM pipelines, master indirect prompt injection, bypass NeMo guardrails, and mitigate agentic RCE threats.

Indirect Prompt Injection Vectors
NeMo Guardrails & Dual-LLM Auditing
65h12 Mods40 Labs
Autonomous AIAdvanced

Agentic AI Engineering & Production Systems

Build autonomous tool-using AI agents, multi-modal LLM pipelines, LangChain security, and cloud sandbox isolation.

Tool-Calling Agent Architecture
LangChain & LlamaIndex Audits
70h14 Mods45 Labs
ML SecurityBeginner

Data Science & Machine Learning Pipeline Security

Adversarial attacks on neural networks, model stealing, training data extraction, and PyTorch security hardening.

PyTorch Model Evasion Attacks
Feature Extraction Protection
55h10 Mods30 Labs
AI DevSecOpsIntermediate

RAG Architecture Security & Vector DB Defense

Securing Retrieval-Augmented Generation systems, vector embedding tampering, and semantic search poisoning.

Pinecone & Qdrant Vector Audits
Semantic Search Poisoning Mitigations
60h11 Mods35 Labs
ADVANCED SPECIALIZATION DATA BUS // TIER 01 → TIER 02 (ALTERNATE ANGLE)
AI // TIER 02
Courses 05 - 08

Enterprise Governance & Model Enclaves

NeMo guardrails architecture, vision transformer adversarial patches, differential privacy DP-SGD, and 4-bit edge quantization.

ORBIT VECTOR:COUNTER-CW (CCW ↺)
STATUS:4 Active / 4 Positions
CYCLE INTERVAL:4.4s Orbit Advance
260h
Hours
52
Modules
164
Labs
AI GovernanceBeginner

Enterprise AI Governance & NeMo Guardrails

Deploy programmable semantic safety rails with Colang, enforce PII redaction, and implement dual-LLM moderation architectures.

Colang Programmable Rails
Real-Time PII & Secret Redaction
50h10 Mods32 Labs
Multimodal AIAdvanced

Computer Vision & Multimodal Threat Intelligence

Adversarial patch attacks on vision transformers (ViT), multimodal prompt injection, and synthetic deepfake detection pipelines.

Vision Transformer Adversarial Patches
Cross-Modal Prompt Injection in GPT-4V
65h13 Mods40 Labs
AI Privacy & CryptographyExpert

Model Inversion, Stealing & Extraction Defense

Differential privacy with DP-SGD, membership inference resistance, gradient sanitization, and confidential enclave training.

DP-SGD Differential Privacy Budgeting
Membership Inference Attack Simulation
75h15 Mods48 Labs
Production AI InfrastructureExpert

High-Throughput Edge AI & Model Quantization

4-bit AWQ and GGUF quantization, TensorRT-LLM compilation, zero-latency inference scaling, and embedded edge deployments.

AWQ & GGUF 4-Bit Precision Quantization
TensorRT-LLM Engine Optimization
70h14 Mods44 Labs
DISTINGUISHED FACULTY

Learn Directly From Active Practitioners

Our courses are designed and delivered by active security architects and AI engineers who protect production systems daily.

KS

Kunal Singh

Lead Security ArchitectThread Security Education
Focus:Red Teaming, Web VAPT, & Active Directory

Ex-Principal Offensive Security Consultant with 10+ years of red teaming Fortune 500 financial networks and cloud infrastructure.

AR

Ananya Roy

Head of AI Vulnerability ResearchTSE GenAI Labs
Focus:LLM Red Teaming, Prompt Injection, & Guardrails

Former AI Safety Researcher specializing in vector database poisoning, model evasion attacks, and agentic tool RCE mitigations.

VS

Vikramaditya Sharma

Principal SOC EngineerCyber Threat Command
Focus:Splunk SIEM, MITRE ATT&CK, & PCAP Forensics

SOC Blue Team Lead directing real-time threat hunting operations and high-severity incident triage playbooks.

HK

Harpreet Kaur

Senior AI EngineerAutonomous Systems Inc.
Focus:Agentic Tool Architecture & LangChain Security

Specialist in multi-modal LLM deployment, autonomous agent sandboxing, and enterprise AI pipeline hardening.

START YOUR LEARNING JOURNEY

Transform Your Cyber & AI Security Career

Gain 100% practical lab experience, 1-on-1 lead mentor guidance, and verified cryptographic certification.