• About Us
  • Contact Us
  • Privacy Policy
  • Terms and Conditions
  • Disclaimer
WheNews
Advertisement
  • Home
  • Celebrity News
  • Net Worth
  • Business
  • Health
No Result
View All Result
  • Home
  • Celebrity News
  • Net Worth
  • Business
  • Health
No Result
View All Result
Whenews.
No Result
View All Result
Home Tech

Role of Security Testing Services in AI Technology

steve cage by steve cage
May 18, 2022
in Tech
0
Role of Security Testing Services in AI
0
SHARES
25
VIEWS
Share on FacebookShare on Twitter

Artificial intelligence, fueled by new deep learning technologies and a tremendous increase in investment, is introducing new and innovative business models. As AI becomes more widely used in computer applications, the necessity for high-level security testing services at all levels in an organization grows. 

The AI methodology must incorporate security testing to ensure customers’ safety and privacy. It is necessary to preserve enterprises’ investments, AI systems, and user data including their communications. This blog discusses why security testing is required in AI contexts and how to implement it.

Why Do You Need Security Testing Services for AI?

AI applications based on artificial neural networks (ANNs, often known as “neural nets”) include two main stages: training and inference. When a network is in the training stage, it is “learning” to perform tasks like identifying faces and street signs. The final data set resulting from the interactions of the neurons (of the neural network setup) is known as a model. The algorithm embedded in the model is delivered to the end application during the inference step.

The neural net training algorithms frequently involve data that requires privacy, including how faces or fingerprints can be acquired and processed. These algorithms contribute significantly to the value of every AI technology. 

Large training data sets derived from public surveillance, facial recognition or fingerprint biometrics, commercial, and medical applications are often private. These also include personally identifiable information in many circumstances. Attackers, either organized criminal organizations or corporate competitors, might use this knowledge to their advantage for economic or other reasons. 

Furthermore, AI systems are vulnerable to rogue data injection, which is purposefully provided to impair neural network performance. Therefore, it is critical to make sure that data is obtained solely from reliable sources and that it is safeguarded while in use.

Methods To Ensure the Security of AI Technology

Some of the techniques to safeguard privacy in AI are:-

Maintain Proper Data Hygiene – Just the data types required to construct AI should be gathered, and the data must be kept safe and only preserved for as long as it is required to achieve the goal.

Make Use of High-quality Data Sets – AI should be built with data sets that are accurate, fair, and representative. Developers should design AI algorithms that audit and assure the quality of existing algorithms wherever possible.

Allow Users To Make Decisions – Users should be informed about how their data is utilized if AI is used to make judgments about them, as well as whether their data would be used to train AI. They should also have the option of consenting to such data collection.

Reduce the Impact of Algorithmic Bias –  When training AI, ensure the data sets are large and diverse. Women, minorities as well as groups (e.g., those with voice impairments, the elderly) that make up a tiny percentage of the technical workforce face the biggest issues from algorithmic prejudice.

Conclusion

Security testing services are necessary for AI software to ensure that the data gathered has reliable resources and to make sure that users’ data is secure. You can conduct software testing of AI software yourself. But to get the best results, it is often advised to take the help of a professional software testing company like QASource. Visit QASource now to implement the best-in-the-industry software testing services for your software business.

Tags: Role of Security Testing Services in AIRole of Security Testing Services in AI Technology
Previous Post

Does the Dutch Bros Straw Code Really Exist?

Next Post

Men Type Quiz Made For Woman

steve cage

steve cage

Related Posts

877-311-5134
Tech

877-311-5134 | Stop Before Receiving Calls from 877-311-5134

by Admin
November 17, 2022
Things You Should Know About Dogecoin Gambling
Crypto

Things You Should Know About Dogecoin Gambling

by Admin
November 29, 2022
9 Phone Apps You Can Download to Earn Real Money
Tech

9 Phone Apps You Can Download to Earn Real Money

by Admin
October 19, 2022
acer swift 3 sf315-41g
Tech

All You Need To Know About Acer Swift 3 SF315-41G

by Admin
September 23, 2022
Dell Inspiron 15 5585
Tech

Dell Inspiron 15 5585 Laptop Price, Performance, Memory, Display and Many More

by Admin
September 23, 2022
Next Post
Men Type Quiz Made For Woman

Men Type Quiz Made For Woman

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Premium Content

Notable Teams To Miss The FIFA 2022

Notable Teams To Miss The FIFA 2022 World Cup In Qatar

October 19, 2022
Dick York Net Worth

Dick York Net Worth , Early & Personal Life and Career

May 16, 2022
Miles Of Sneakers Reviews

Miles Of Sneakers Reviews – Is It A Malicious Website?

August 24, 2022

Browse by Category

  • Auto
  • Banking
  • Business
  • Celebrity News
  • Crypto
  • Education
  • Entertainment
  • Fashion
  • Finance
  • Gaming
  • Government Schemes
  • Health
  • Home Decor
  • How To
  • Insurance
  • Investment
  • Just FYI
  • Lifestyle
  • Loans
  • Mobile
  • Net Worth
  • Real Estate
  • Reviews
  • SEO
  • Software
  • Sports
  • Tech
  • Tips and Tricks
  • Transport
  • Travel
  • Uncategorized

Browse by Tags

David Miscavige Age David Miscavige Height David Miscavige Net Worth ed snowden net worth edward snowden height Edward Snowden Net Worth edward snowden net worth 2020 Fact About Rick Leventhal falynn guobadia net worth Falynn Guobadia Wikipedia fred durst kids fred durst spouse fred durst wife how much is fred durst worth how old is fred durst how old is joe budden how old is tee grizzley How Tall is David Miscavige how tall is tee grizzley joe biden net worth 2020 forbes joe budden age joe budden height joe buden net worth kelly dodd rick leventhal net worth kseniya beryazina Lil Uzi Vert Net Worth Lil Uzi Vert Net Worth 2022 michael k williams net worth Michael K Williams Net Worth When He Died Michael K Williams Personal Life michael k williams son michael k williams wife rick leventhal children rick leventhal daughters simon guobadia simon guobadia age Simon Guobadia Net Worth simon guobadia net worth 2020 tee grizzley age tee grizzley height tee grizzley mom the joe budden podcast welven da great dead or alive where is tee grizzley from Where Was Michael K Williams Found Dead?

© 2022 Whenews - Design By TEAM WHENEWS

No Result
View All Result
  • Home
  • Landing Page
  • Buy JNews
  • Support Forum
  • Contact Us

© 2022 Whenews - Design By TEAM WHENEWS