Pages

Sunday, January 28, 2018

How can peer group analysis address malicious apps?

Google has had issues in the past with malicious Android apps found in the Google Play Store. The company has since taken to machine learning, peer group analysis and Google Play Protect to improve the security and privacy of these apps. By utilizing these techniques, Google is taking a proactive approach to limit attackers from publishing apps that could take advantage of users after being installed on their mobile devices. This article will explain how these actions can increase security, while asking a few other questions regarding their vetting process.

By using machine learning and peer grouping, Google is looking to discover a malicious app by comparing its functionality to similar apps, and then sending an alert when things are out of the norm for its categories. Machine learning helps to review apps, as well as the function and privacy settings that are being used within other apps in the Google Play Store.

The peer grouping creates somewhat of a category for these apps and searches for anomalies in new apps coming into the store. This can baseline the apps for what is considered normal activity, and then compare that activity to a standard. In theory, these comparable apps should be similar in fashion, and abnormalities are then flagged for review by Google.

An example of this would be a flashlight app that needs access to your contacts, GPS and camera. There is essentially no need for this app to have permission to access these functions and, thus, it would be flagged by peer group analysis as something outside the norm.

Personally, I'm a big fan of machine learning to assist with finding and guiding engineers toward making better decisions, but I also believe it's neither a standard, nor a framework.

We're also seeing this machine learning functionality used to improve security and privacy within the Google ecosystem of apps. This is a fantastic way to determine potential issues within the app store, but I think requiring particular standards to be in place before apps are allowed to be published may be a better first step in achieving enhanced privacy.

Such standards could include enforcing NIST and OWASP Mobile standards, or validating that all EU apps meet the General Data Protection Regulation -- or, if there's health-related information in the app, that it passes HIPAA-related standards. This would be difficult to enforce, since there might be multiple categories and frameworks the app has to adhere to, but this would take a security-first approach when putting an app through the store for vetting.

Read the rest of the article here: http://searchsecurity.techtarget.com/answer/How-can-peer-group-analysis-address-malicious-apps

45 comments:


  1. Best Action Games Collection 2018
    Hello friends
    I have the best quality collection from my store or download. Quality from the application window. Free stores for all business phones. Do you have the best in app store? Select the application on your computer that will be used for your phone. Below I will mention many stores for your phone:

    - Play Store for SamSung
    - Play Store for PC
    - Play Store for iOS

    Visit my site for more quality apps: Iplaystoredownloadfree

    Hope my collection will make you happy. Share to get the best apps and games in 2018. Thank you!

    ReplyDelete
  2. Thanks for sharing this quality information with us. I really enjoyed reading. Will surely going to share this URL with my friends. blockchain jobs canada

    ReplyDelete
  3. Stunning, brilliant site design! To what extent have you outclassjacket been blogging for? you made blogging look simple. The general look of your site is magnificent, and additionally the substance!. Much obliged For Your work.

    ReplyDelete
  4. Students of Canada who are pursuing Nursing can take help from the experts of StudentsAssignmentHelp.com in making their nursing assignments. It provides nursing assignment help Canada service to the students of Canada at a very affordable price.

    ReplyDelete
  5. Great post. Thank you for sharing. Your information is very detailed and useful for us. Instant assignment help

    ReplyDelete
  6. I Got Job in my dream company with decent 12 Lacks Per Annum salary, I have learned this world most demanding course out there in the current IT Market from the instant approval blog commenting sites

    ReplyDelete
  7. I love to visit your site repeatedly because; here I find all information is very useful and educational for me. We deals with academic papers, we provide online College Paper Writing Services to students in USA. oxford referencing

    ReplyDelete
  8. Thank you so much for this useful article. Visit OGEN Infosystem for Web Designing and SEO Services in Delhi, India.
    SEO Service in Delhi

    ReplyDelete
  9. Such a great topic to discuss and make people aware about their security. As we are living in Digital World its very easy to access all the information about anybody. At this point security is the main concern, to protect your data google has made some protocols. It should be followed by all the applications which are present in a play store. All the applications are motorized by machine learning techniques. So if something found which is not common it will get identify by google very easily. It improves a quality of a product and also provide high security.

    ReplyDelete
  10. My friend promised to buy me a cup of coffee for referring him to your site. Thank you for coffee. Kindly keep updating us on new articles. These days, the most common pump for a shallow well is a jet pump. Jet pumps get mounted above the well, either in the home or in a good house, and draw the water up from the well through suction. Visit Shallow Well Jet Pump with Pressure Tank for more.

    ReplyDelete
  11. Thank you for sharing such a golden information will be your regular visitor. GIS (Geographical Information System) are basically systems of computers that are designed to collect, analyze, manage and share geographical and spatial data. Remarkably, almost all environmental applications today utilize GIS. In other words, GIS has gained wide applications in both research, management of wildlife, tracking specific species, informing agricultural practices among a tone of other different uses. Visit on GIS Assignment Help for more

    ReplyDelete
  12. This comment has been removed by the author.

    ReplyDelete
  13. CrazyForStudy provides assignment service at affordable cost in a wide range of subject areas for all grade levels, we are already trusted by thousands of students who struggle to write their academic papers and also by those students who simply want MATLAB Programming Help to save their time and make life easy.

    ReplyDelete
  14. This is a tremendous article thanks for sharing this informative information. I will go to your blog regularly for some contemporary post.
    Visit us for printing services.

    ReplyDelete
  15. Help With Economics Homework the reliable help websites, we can say that assignment help is a reliable one. Their assignment writers across the globe are well trained in their chosen field of study which reflects in multiple offer. It is important to choose the best one among the many. Before choosing the one go for that website reviews first and then check the website like their services.

    ReplyDelete
  16. I loved as much as you will receive carried out right here. The sketch is tasteful, your authored material stylish. nonetheless, you command get bought an edginess over that you wish be delivering the following. unwell unquestionably come further formerly again as exactly the same nearly very often inside case you shield this hike.

    IELTS Coaching in chennai

    German Classes in Chennai

    GRE Coaching Classes in Chennai

    TOEFL Coaching in Chennai

    spoken english classes in chennai | Communication training

    ReplyDelete
  17. Good Training
    https://www.kaashivinfotech.com/best-final-year-project-in-information-technology/

    ReplyDelete
  18. Android apps found in the Google Play Store. The company has since taken to machine learning, peer group analysis and Google Playclick more info

    ReplyDelete
  19. The tremendous pressure of academics often makes students look for affordable university assignment help. When you opt for our assistance, you will be able to submit remarkable papers on any subject and topic.

    ReplyDelete
  20. The global alcoholic tea market   is being driven by the rising retail alcoholic beverage industry, which reached a value of about USD 1.14 trillion in 2020. The alcoholic tea industry is also catalysed by the growth of the RTD alcoholic beverage market, which is expected to grow at a CAGR of 7% in the forecast period of 2021-2026.

    ReplyDelete
  21. I am Ian Bell, a corporate sales specialist in the USA. We are experts in Market Research. We provide reports on Market Research across various industry like the Behenyl Alcohol Market. If you want to establish your business we can help you to analyze a report for you.

    ReplyDelete
  22. The thriving food processing industry, along with growing consumer awareness for nutritional products, is the key factor driving the growth of the food enzymes market.

    ReplyDelete
  23. Thank you for sharing such a clear information on topic at hand. Are you a doctorate student taking nursing program? You’ve heard of DNP capstone project, right and its importance in your career progression. You probably will need to work with a DNP capstone project proposal writing service. To guarantee yourself top grades, it’s a great idea to use some DNP capstone project proposal help as it guarantees you superior quality work. Determine the earliest possible whether or not you’ll need some expert DNP capstone project proposal writing assistance along the way. Get DNP Capstone Proposal Writers .

    ReplyDelete
  24. Eye Tracking Technology Market is a technique provides in full image quality when the image reflects on the retina. The eye tracking devices also gathers the data in the quickest ways, which is cost effective and provide the open source software platforms which is expected to drive the market of eye tracking technology. It also provides real-time visual processing that will increase the demand of virtual reality software and hardware in the gaming and is expected to create new growth opportunities in the near future.

    ReplyDelete
  25. Thanks for sharing this quality information with us. I really enjoyed reading. Will surely going to share this URL with my friends. Your art of writing is exceedingly amazing. Pursuing a degree in medical-related courses like nursing can be hectic even for those practicing in the field. You are the best blogger ever I have been seen in my life.
    Serial Keygen

    ReplyDelete
  26. That is the beauty of an iPhone app game; it's available at anytime and anywhere. AFK Arena Codes

    ReplyDelete
  27. Can i pay someone to do my gis assignment ? Yes we provide the best gis writing services.

    ReplyDelete
  28. 먹튀검증 Hi, I wish for to subscribe for this web site to get most recent updates, therefore where can i do it please help.

    ReplyDelete
  29. 먹튀검증 This is a topic which is near to my heart... Many thanks!
    Exactly where are your contact details though?

    ReplyDelete
  30. Acadecraft offers different types of tagging services, including eBook tagging, LMS tagging, Kindle Tagging, SEO-Based tagging, and many other types of services. We develop highly SEO-friendly tags that help to increase the visibility of the content over the internet. We offer descriptive tags, administrative tags, LMS-based tags, that help to arrange the content within the Learning Management Systems. In addition, we also offer eBook tagging services.
    digital photo restoration services
    indexing and abstracting companies

    ReplyDelete
  31. https://codono.com/
    Cryptocurrency exchange software is solution for trading of assets such as cryptocurrencies,
    tokens ,fiats other assets. Software has market making or liquidity options are
    provided.Codono supports All fiat currencies.so you can create market Between Fiat-Crypto,
    Fiat-Fiat, Crypto-Crypto.Moreover it supports almost any Coin/Token, ie
    Bitcoin[BTC,LTC,Doge] , Tron [Trc10+TRC20]*, Ethereum Based[ ETH -ERC20,
    BNB-BEP20, FTM, SOL, Private Networks], XRP, XMR, Waves ,Coinpayments, and many
    more

    ReplyDelete
  32. [Cryptocurrency exchange script](https://codono.com) is solution for trading of assets such as cryptocurrencies,
    tokens ,fiats other assets. Software has market making or liquidity options are
    provided.Codono supports All fiat currencies.so you can create market Between Fiat-Crypto,
    Fiat-Fiat, Crypto-Crypto.Moreover it supports almost any Coin/Token, ie
    Bitcoin[BTC,LTC,Doge] , Tron [Trc10+TRC20]*, Ethereum Based[ ETH -ERC20,
    BNB-BEP20, FTM, SOL, Private Networks], XRP, XMR, Waves ,Coinpayments, and many
    more

    ReplyDelete
  33. This comment has been removed by the author.

    ReplyDelete
  34. Votre style d'écriture est impressionnant, comme un conteur habile tissant un récit captivant qui me donne envie de plus. Les passionnés de jeux utilisent souvent les clicks por segundo comme référence concurrentielle, s'efforçant d'obtenir des scores CPS plus élevés pour gagner un avantage dans les jeux et compétitions rapides.

    ReplyDelete
  35. Your content is a treasure trove of insights, meticulously curated and presented with a clarity that enlightens and educates.

    Travertine Marble

    ReplyDelete