Prompt Injection & LLM Application Security Audit by Pranay KPrompt Injection & LLM Application Security Audit by Pranay K
Prompt Injection & LLM Application Security AuditPranay K
Cover image for Prompt Injection & LLM Application Security Audit
I assess LLM applications for prompt injection, jailbreaks, data leakage, unsafe tool usage, and instruction-conflict vulnerabilities.
This service is designed for teams building chatbots, RAG applications, AI agents, internal copilots, and tool-using assistants.
The audit may include:
Direct and indirect prompt-injection testing
Jailbreak and instruction-conflict testing
System-prompt extraction attempts
Sensitive-data leakage checks
Malicious document and web-content testing
Tool-use and agent behavior review
Input validation and output safety analysis
Risk classification and severity scoring
Mitigation recommendations and retest plan
You will receive a structured security report containing tested scenarios, observed behavior, risk level, reproduction examples, and recommended mitigations.
I can also help implement guardrails, input/output filters, PII protection, safer tool permissions, and automated red-team evaluation datasets.
FAQs

Starting at$349
Duration2 weeks
Tags
Python
AI
Cybersecurity Specialist
Generative AI
LLM
NLP
AI Security
Data Privacy
Prompt Injection
Service provided by
Pranay K Hyderabad, India
Prompt Injection & LLM Application Security AuditPranay K
Starting at$349
Duration2 weeks
Tags
Python
AI
Cybersecurity Specialist
Generative AI
LLM
NLP
AI Security
Data Privacy
Prompt Injection
Cover image for Prompt Injection & LLM Application Security Audit
I assess LLM applications for prompt injection, jailbreaks, data leakage, unsafe tool usage, and instruction-conflict vulnerabilities.
This service is designed for teams building chatbots, RAG applications, AI agents, internal copilots, and tool-using assistants.
The audit may include:
Direct and indirect prompt-injection testing
Jailbreak and instruction-conflict testing
System-prompt extraction attempts
Sensitive-data leakage checks
Malicious document and web-content testing
Tool-use and agent behavior review
Input validation and output safety analysis
Risk classification and severity scoring
Mitigation recommendations and retest plan
You will receive a structured security report containing tested scenarios, observed behavior, risk level, reproduction examples, and recommended mitigations.
I can also help implement guardrails, input/output filters, PII protection, safer tool permissions, and automated red-team evaluation datasets.
FAQs

$349