Archives for Adversarial ML

10 May

Microsoft Releases Open-Source Tool To Test The Security Of AI Systems

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image-22455

Artificial intelligence systems take inputs in the form of visuals, audios, texts, etc. As a result, filtering, handling, and detecting malicious inputs and behaviours have become more complicated. Cybersecurity is one of the top priorities of companies worldwide. The increase in the number of AI Security papers from just 617 in 2018 to over 1500…

The post Microsoft Releases Open-Source Tool To Test The Security Of AI Systems appeared first on Analytics India Magazine.

04 Mar

Adversarial Attacks That Can Corrupt Reinforcement Learning Systems

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image-10510

The age of algorithmic innovations has now entered a new realm where the researchers are finding flaws in the techniques through adversarial attacks. In the case of computer vision problems, the role of adversarial attacks has been well established, and there have been several startups that are concentrating only on adversarial attacks.  Any talk of…

The post Adversarial Attacks That Can Corrupt Reinforcement Learning Systems appeared first on Analytics India Magazine.

15 Apr

The Battle Between Enterprise AI And Hacker AI Continues

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image-3973

Even though experts say that technology will make the world a  better place, many believe that one-day technology would reach such a level that it might turn the table. It’s been decades and the debate is still one— who is better, machines or humans? Today, with the advent of some of the most advanced techs…

The post The Battle Between Enterprise AI And Hacker AI Continues appeared first on Analytics India Magazine.