Pack analyst btn         PAC        
 
Report 08 Aug 2024

The Danger of Adversarial AI as a Cyber Threat - InSight Analysis - Worldwide

PAC firmly believes and advises that the challenges and opportunities presented by adversarial AI necessitate a strategic and integrated approach to enhance the security and effectiveness of machine and deep learning systems.

 

Contents:

Management Summary

  • PAC’s opinion
  • PAC’s recommendations

What is adversarial AI?

How does adversarial AI impact generative, responsible, and explainable AI?

Who is using adversarial AI, how, and to do what?

What are the different types of adversarial attack vectors?

  • Evasion Attacks
  • Poisoning Attacks
  • Model Inversion Attacks
  • Membership Inference Attacks
  • Trojan Attacks
  • Model Extraction Attacks
  • Gradient-Based Attacks
  • Black-Box and White-Box Attacks

What is adversarial defence, and why is it essential?

  • Types of Adversarial AI Defence
  • Implementation in an Operational Context
  • Comprehensive Defence Strategy Implementation
  • Benefits of Adversarial AI Defences

What approach to governance supports adversarial AI?

What are the positive aspects of adversarial AI?

profile-image
Spencer Izard

SHARE :

Related Content

View all reports >

Expert View: SAP's Recent Efforts in the AI Environment

SAP’s recent efforts to diversify and strengthen its AI capabilities show its commitment to the AI environment. The company recently announced ...

Event Date : June 02, 2023

Read more >

CxO Survey - Investment Priorities - Detailed Datamart - Belgium

This document contains the detailed findings for Belgium from PAC’s SITSI® CxO Investment Priorities Survey 2024/25, in which IT decision-makers ...

Event Date : June 11, 2025

Read more >

Banking - InBrief Analysis - Norway

Overview of Norway's resilient banking sector—payments (BankAxept, BankID, Stø), regulatory shifts (DORA, AML), cybersecurity focus, controlled ...

Event Date : January 29, 2026

Read more >

Smart Factory - Detailed Datamart - Market Figures - Germany

This document provides market volumes, growth rates and forecasts for Smart Factory for the 2022-2028 period.

Event Date : February 15, 2024

Read more >

EPAM - Figures - US – FY 31-Dec-2025

This Excel document is part of the company profiles PAC publishes every year at local, regional and worldwide level.

Event Date : March 19, 2026

Read more >

Latest Publications report

View latest publications Reports >

Free reports & webinars

View All Free Reports & Webinars >