Artificial Intelligence
Artificial intelligence algorithms can be infiltrated and controlled by an adversary.
The systems underpinning the state-of-the-art artificial intelligence systems are systematically vulnerable to a new type of adversarial attack called an “artificial intelligence attack” or also called Adversarial Machine Learning.
Aritificial Intelligence (AI)
Machine Learning (ML)
Deep Learning
Neural Learning
Espionage |
Sabotage |
fraud |
|---|---|---|
| Inference by Poisoning | Poisoning | Poisoning |
| Inference Attacks | Trojaning | Evasion |
| Backdooring | False Positives Evasion |
Types of Adversarial Attacks on AI
- Espionage.
- Sabotage.
- Machine Learning Fraud.
penetration testing methodologies
Pen Testing the AI Models