Services

IoT Security Testing Red Team Assessment Product Security AI/ML Security Audit Web Security Testing

Mobile Security Testing DevSecOps Consulting Code Review Cloud Security Critical Infrastructure

Products

EXPLIoT

EXPLIoT is framework for IoT security testing
and exploitation.

CloudFuzz

CloudFuzz is platform that lets you code for bugs
by running your software with millions of test cases.

Who we are

About Us Payatu Bandits

Resources

Blogs MasterClass Series Case Studies E-Books New Advisory Media

Tools

securecode.wiki New

Pune Location Europe Location

We know your AI is intelligent

But is it secure?

Testing AI/ML systems requires domain knowledge. At Payatu, our AI/ML domain experts have orchestrated ways to help you secure your intelligent application against esoteric and potentially severe security and privacy threats.

ML Security assessment coverage

Understanding the Application
- Use-case
- Product Capabilities
- Implementations
Attack Surface Identification
- Understanding the ML Pipeline
- Gather Test Cases If Any
Threat Modeling
- Actors and Entity Boundaries
- Possible Attacks identification on Exposed endpoints
- Possible attack vectors
Model Endpoints
- Understand ways with which end users communicate with model
- Simulate end user interaction
Adversarial Learning Attack
- Craft inputs to bypass fool classifiers
- Use custom built tools
- Automated generation of theoretically infinite zero day samples as possible
Model Stealing Attack
- Model deployed locally or remotely
- Reverse engineer deployed application
- Custom built scripts for black-box model stealing attacks
Model Skewing and Data poisoning Attack
- Simulate Feedback loops abused by attackers
- Quantify the skewness of model
Model Inversion and inference
- Get access to model via valid or compromised communication channels
- Infer sensitive samples from training dataset from model
Framework/ Network/Application assessment
- Identify traditional vulnerabilities in application
- Leverage them for above attacks
Reporting and Mitigation
- Comprehensive Mitigation Proposal
- Work With Developer/SME for implementations