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

GET STARTED

Get to know more about our process, methodology & team!

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All Blogs ›  Latest Blogs

14/10/2020
asmita-jha

IoT Security - Part 18 (101 - Hardware Attack Surface: JTAG, SWD)

14/10/2020
surendra

How to get maximum value out of your security investment

12/10/2020
abhilashnigam

iOS pentesing guide from a n00bs perspective.1

All News ›  Latest News

Virtual Event
18-November-2020

Munawwar Hussain Shelia will be speaking at HITB Cyber Week on the topic Writing Bare-Metal ARM Shellcode

Virtual Event
11-November-2020

Nikhil Mittal will be speaking at powerofcommunity security conference on the topic My Hacking Adventures With Safari Reader Mode

Workshop, Online
07-November-2020

Asmita Jha will be taking a Workshop on “Introduction to Firmware Reversing”.