What is meant by the term adversarial?
: involving two people or two sides who oppose each other : of, relating to, or characteristic of an adversary or adversary procedures (see adversary entry 2 sense 2) an adversarial relationship an adversarial system of justice with prosecution and defense opposing each other.
What does adversarial nature mean?
adjective. 1Involving or characterized by conflict or opposition. ‘the adversarial nature of the two-party system’ ‘With shared goals, there is less reason for conflict or adversarial relationships.
What does adversary mean in legal terms?
ADVERSARY. One who is a party in a writ or action opposed to the other party.
What does adversary mean in the Bible?
noun, plural ad·ver·sar·ies. a person, group, or force that opposes or attacks; opponent; enemy; foe. a person, group, etc., that is an opponent in a contest; contestant. the Adversary, the devil; Satan.
What does adversarial mean in machine learning?
Adversarial machine learning is a machine learning technique that attempts to fool models by supplying deceptive input. The most common reason is to cause a malfunction in a machine learning model.
How do you prevent adversarial attacks?
Some of the more effective ways are:
- Adversarial training with perturbation or noise: It reduces classification errors.
- Gradient masking: It denies the attacker access to the useful gradient.
- Input regularisation: It can be used to avoid large gradients on the inputs that make networks vulnerable to attacks.
What are the advantages of an adversarial system?
List of Advantages of Adversarial System It is seen as fair and less prone to abuse. It properly observes the rights of the defending and prosecuting parties. It allows both sides to support their positions. It provides power to the police. It does not promote bias. It hears the stories from both sides.
What does adversarially mean?
ad·ver·sar·i·al | \\ ˌad-vər-ˈser-ē-əl , ˌad-və-, -ˈse-rē-\\. : involving two people or two sides who oppose each other : of, relating to, or characteristic of an adversary or adversary procedures (see adversary entry 2 sense 2) an adversarial relationship an adversarial system of justice with prosecution and defense opposing each other.
What’s adversarial system like?
An adversarial legal system brings cases to the court with two opposing sides presenting themselves before a neutral panel that can include a jury and a judge. Once both parties have argued their cases, the panel will then determine the facts and the appropriate actions to be taken.
What does the name adversary mean?
The definition of an adversary is a person who fights against something or someone, or is a person who is considered to be a competitor or enemy. For the character of Batman, the Joker is an example of an adversary.
