Secure Your AI Systems Against Attacks, Leaks & Adversarial Threats

Mobiloitte helps enterprises deploy AI safely through adversarial testing, jailbreak protection, prompt-injection defense, model hardening, and end-to-end AI security architecture.

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Engagement Models

Choose how you engage with Mobiloitte

AI Red Team Assessment

Full AI Security Architecture Build

LLM Guardrail Development

RAG Security Framework Implementation

On-Prem AI Security Hardening

Managed AI Security Operations

Why Mobiloitte

AI-first + Security-first engineering

Deep DevSecOps + AI expertise

Worked with GovTech & BFSI on compliance

Strong team with adversarial AI experience

Global multi-region delivery (IN, UAE, USA, UK, SG, SA)

Why AI Security now?

WHY AI SECURITY IS URGENT IN 2025

AI systems today face new security risks:

No traditional cybersecurity tool can secure LLM-based systems. This requires AI-native security, which Mobiloitte helps enterprises implement.

Prompt injection

Malicious prompts that manipulate LLM behavior and bypass safety controls

Jailbreaking

Techniques that override model safety instructions and restrictions

Data leakage

Unauthorized extraction of training data, PII, or sensitive information

Model inversion

Reconstruction of sensitive training data from model outputs

Adversarial examples

Inputs designed to fool AI models with imperceptible perturbations

Toxic output manipulation

Forcing models to generate harmful, biased, or inappropriate content

Sensitive information extraction

Attackers extracting confidential data through carefully crafted queries

Unintended tool execution

Models executing unauthorized actions or API calls

Unauthorized API access

Bypassing authentication and accessing AI systems without permission

Core Capabilities

Comprehensive AI security testing and protection capabilities.

Prompt Injection Protection

AI attacks include: Direct injections, Indirect injections, Cross-message injection, Multi-turn attack patterns. Mobiloitte implements: Input sanitization, Policy filters, Semantic classifiers, LLM guardrails, Output validation.

Jailbreak Defense

Prevents models from responding to: Role manipulation, Hidden commands, Safety override patterns, Instruction replacement attacks.

Adversarial Testing Suite

We simulate: Red-team attacks, Model inversion, Adversarial input noise, Input perturbation, Reasoning manipulation, Multi-step chain attacks.

AI Model Hardening

Strengthening the model through: Fine-tuned guardrail models, Reinforcement learning safety, Safety classifier stacking, Domain-level content filters.

Data Leakage Prevention (DLP) for AI

Protects against: PII extraction, Confidential info leaks, Sensitive data hallucination, Inference-time leakage.

Secure RAG Architecture

Source-level RBAC, Retrieval whitelisting, Content governance, Citation enforcement, Canary prompts.

Multi-Layer Output Validation

Stacked validations: Policy engine, Toxicity filter, Hallucination detector, Domain verification agent.

API Security for AI Endpoints

Abuse prevention, Rate limiting, Auth/SSO/RBAC, Input sanitation, LLM gateway with audit logs.

Enterprise AI Security Framework

Aligned with: OWASP LLM Top 10, ISO 27001, SOC2 Type II, DPDP India, GDPR, PDPL UAE.

Ready to Secure Your AI Systems?

Discover how comprehensive AI security testing and adversarial protection can safeguard your AI workflows.

Start Your Security Assessment

Attack Types

Attack Types We Protect Against

Comprehensive coverage of all known AI attack vectors.

A) Adversarial Attacks

Evasion attacks
Poisoning attacks
Model extraction
Membership inference
Model inversion
Backdoor attacks

B) LLM-Specific Attacks

Prompt injection
Jailbreaking
Prompt leaking
Token smuggling
Context overflow
Hallucination exploitation

C) Data Security Threats

Training data extraction
PII leakage
Sensitive data inference
Data reconstruction
Attribute inference

D) System-Level Attacks

API abuse
Rate limit bypass
Authentication bypass
Privilege escalation
DoS attacks

E) Model Integrity Threats

Model tampering
Weight manipulation
Output manipulation
Bias injection
Performance degradation

F) Compliance & Regulatory

GDPR violations
DPDP India non-compliance
SOC2 gaps
ISO27001 gaps
Audit failures

AI Security & Adversarial Testing Reference Architecture

From input validation to output verification, Mobiloitte orchestrates every layer for comprehensive AI security.

User Input

User requests and prompts enter the AI security pipeline.

Input Sanitization Layer

Prompt filters, escape protections, and indirect injection detection to prevent malicious inputs.

AI Security Policy Engine

Safety policies, role enforcement, and compliance rules to govern AI behavior.

LLM Core + Guardrail LLM

Primary reasoning with safety model and domain verifier to ensure secure responses.

Output Validation Layer

Toxicity filters, PII scrubber, semantic validator, and no-hallucination guarantee (Green/Amber/Red) to validate outputs.

Blockchain Audit Layer (Optional)

Immutable logs and versioned decisions for tamper-proof audit trails.

Platform Integrations

AI Powered Platform Integrations

Compatible with all major AI frameworks and security standards.

Model Providers

OpenAI
Gemini
Claude
LLaMA
Mistral
Falcon

Platforms

AWS
Azure
GCP
On-Prem LLM hosting
Kubernetes clusters

Security Tools

HuggingFace Guardrails
LangSmith
NeMo Guardrails
OpenAI Moderation
Custom toxicity filters
Elastic SIEM

Need a Custom Integration?

Don't see your platform? We can build custom integrations for any AI framework or security tool your team uses.

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AI + Blockchain Security Synergy

Combine AI-driven security with blockchain-backed immutability to create tamper-proof audit trails, trustless governance, and compliant AI operations.

What this synergy delivers

Tamper-proof audit logs for all AI operations.
Real-time compliance tracking and verification.
Decentralized identity management for AI agents.

A) Immutable AI Logs

Blockchain stores: Prompts, Outputs, Retrieval paths, Model versions, System actions.

B) Trustless AI Governance

Smart contract + audit logs = Zero manipulation.

C) Identity & Access Control

Decentralized identity for: Agents, Users, API keys.

D) Forensics & Compliance

Blockchain provides: Evidence trails, Secure investigations, Non-repudiation guarantees.

Security, Compliance, and Guardrails

Enterprise-grade security built into every layer.

Adversarial Robustness

Certified defenses against evasion attacks, adversarial examples, and model manipulation with validated robustness metrics.

Prompt Security

Comprehensive prompt injection prevention, jailbreaking detection, and LLM safety validation for production systems.

Privacy Protection

Differential privacy, secure training protocols, and protection against membership inference and data extraction attacks.

Ready to Govern Your AI Security Ecosystem?

Let's define the guardrails, approvals, and telemetry needed to keep every AI operation trustworthy before executing in production.

Get Security Assessment

ROI Metrics

Observable ROI from Day One

Metrics wired into every security check.

99.5%

Attack detection rate

Advanced detection algorithms identify threats before impact.

<24hrs

Vulnerability remediation

Rapid response and patching for identified security issues.

Zero

Production breaches

Comprehensive security prevents successful attacks.

100%

Compliance readiness

Full compliance with GDPR, DPDP India, SOC2, ISO27001.

Success Stories

Enterprises trust Mobiloitte to secure their AI systems.

Global FinTech Platform

Enterprise Client

Comprehensive AI security testing prevented 15+ adversarial attacks and achieved SOC2 Type II certification with zero production incidents.

Zero breachesSOC2 certified

Healthcare AI Provider

Enterprise Client

Adversarial testing and privacy protection ensured GDPR compliance and prevented data leakage in sensitive medical AI applications.

GDPR compliantZero PII leaks

Ready to Create Your Success Story?

Join our growing list of successful enterprises who have secured their AI operations with Mobiloitte's AI Security & Adversarial Testing platform.

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AI Security & Adversarial Testing FAQs

SEO-ready answers for security teams and AI engineers evaluating AI security solutions.

What is adversarial AI security?

Testing and securing AI systems against attacks like jailbreaks and prompt injections.

Can Mobiloitte secure our existing AI system?

Yes — any LLM, RAG, Multi-Agent, or custom model.

Can you implement guardrail LLMs?

Yes — we build multi-layer guardrails.

Can this reduce hallucinations?

Yes — validation + guardrails + fallback pipelines.

Does this include compliance frameworks?

DPDP India, PDPL UAE, GDPR, SOC2, HIPAA-ready.

Are AI models vulnerable to attacks?

Yes — AI has new attack vectors not covered by traditional cybersecurity.

Do you support on-premise AI security?

Yes — perfect for regulated industries.

Do you secure RAG systems?

Yes — source filtering, whitelists, citations, access control.

Do you provide AI red teaming?

Yes — automated + manual adversarial testing.

How fast is implementation?

Typically 2–6 weeks.

Secure Your AI Systems Before Attackers Exploit Them

Our adversarial testing and AI security team can protect your entire AI workflow end-to-end.

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Comprehensive, certified, enterprise-grade AI security