Adversarial Examples
Adversarial examples are inputs to machine learning models that are intentionally designed to cause the model to make a mistake. These inputs are created by adding small, often imperceptible, perturbations to the original input data. Adversarial examples can be generated using a variety of techniques, including gradient-based methods and evolutionary algorithms. The existence of adversarial examples poses a significant challenge to the security and reliability of machine learning systems, particularly in safety-critical applications such as autonomous vehicles and medical diagnosis. Researchers are actively working on developing defenses against adversarial attacks, including adversarial training and input sanitization techniques.
Your Previous Searches
Random Picks
- Configurable Logic Blocks: Configurable Logic Blocks (CLBs) are fundamental building blocks of Field Programmable Gate Arrays (FPGAs) that can be programmed to implement any digital logic function. CLBs consist of Look-Up Tables (LUTs), Flip-Flops (FFs), and multiple ... Read More >>
- Bayesian Inference: Bayesian Inference is a statistical method that uses Bayes' theorem to update the probability of a hypothesis as more evidence or data becomes available. It involves the use of prior knowledge or beliefs about the hypothesis and the likelih ... Read More >>
- HTML: HTML stands for Hypertext Markup Language. It is a standard markup language used for creating web pages and web applications. HTML provides a structure for content on the web, including text, images, videos, and links. It uses tags and attr ... Read More >>
Top News
Meta approves bonuses of up to 200% of company executives' salaries...
Meta approved a plan to increase bonuses for company executives to up to 200% of their base pay amid layoffs targeting about 4,000 employees....
News Source: Business Insider on 2025-02-21
Dr. Mehmet Oz holds millions from companies that he'd wield power over if confir...
Dr. Mehmet Oz holds millions of dollars worth of shares in health insurance, fertility, pharmaceutical and vitamin companies...
News Source: ABC News on 2025-02-20
Elon Musk quietly built a second mega-data center for xAI in Atlanta with $700 m...
xAI built a massive data center in Memphis last year, but the company has also been quietly setting up another facility in Georgia....
News Source: Business Insider on 2025-02-20
China's Alibaba sees revenue surge on back of artificial intelligence, e-commerc...
Chinese e-commerce firm Alibaba Group Holding posted its fastest revenue growth in over a year, beating analyst expectations as it capitalizes on the artificial intelligence boom in China...
News Source: ABC News on 2025-02-20
Why the billionaire class is kissing Trump’s proverbial ring...
The billionaire set and the massive corporations they represent are not showing deference to the president....
News Source: Al Jazeera English on 2025-02-20